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Create Time:2023-10-07 23:33:50
File Size:9.18 GB
File Count:1527
File Hash:f4c67ec0d5cbcecd37510326803463d84f27ae50
| 0. Websites you may like/[CourseClub.Me].url | 122 B |
| 0. Websites you may like/[GigaCourse.Com].url | 49 B |
| 01 - Part 1 Introduction/001 A Practical Example What You Will Learn in This Course.mp4 | 43.94 MB |
| 01 - Part 1 Introduction/001 A Practical Example What You Will Learn in This Course_en.srt | 8.17 KB |
| 01 - Part 1 Introduction/002 What Does the Course Cover.mp4 | 51.36 MB |
| 01 - Part 1 Introduction/002 What Does the Course Cover_en.srt | 6.51 KB |
| 01 - Part 1 Introduction/003 Download All Resources and Important FAQ.html | 21.26 KB |
| 01 - Part 1 Introduction/003 Download-all-resources.url | 97 B |
| 01 - Part 1 Introduction/003 FAQ-The-Data-Science-Course.pdf | 306.10 KB |
| 01 - Part 1 Introduction/external-links.txt | 105 B |
| 02 - The Field of Data Science - The Various Data Science Disciplines/001 Data Science and Business Buzzwords Why are there so Many.mp4 | 57.35 MB |
| 02 - The Field of Data Science - The Various Data Science Disciplines/001 Data Science and Business Buzzwords Why are there so Many_en.srt | 8.96 KB |
| 02 - The Field of Data Science - The Various Data Science Disciplines/002 What is the difference between Analysis and Analytics.mp4 | 11.16 MB |
| 02 - The Field of Data Science - The Various Data Science Disciplines/002 What is the difference between Analysis and Analytics_en.srt | 6.12 KB |
| 02 - The Field of Data Science - The Various Data Science Disciplines/003 365-DataScience-Diagram.pdf | 323.08 KB |
| 02 - The Field of Data Science - The Various Data Science Disciplines/003 Business Analytics, Data Analytics, and Data Science An Introduction.mp4 | 52.62 MB |
| 02 - The Field of Data Science - The Various Data Science Disciplines/003 Business Analytics, Data Analytics, and Data Science An Introduction_en.srt | 13.32 KB |
| 02 - The Field of Data Science - The Various Data Science Disciplines/004 365-DataScience-Diagram.pdf | 323.08 KB |
| 02 - The Field of Data Science - The Various Data Science Disciplines/004 365-DataScience.png | 6.92 MB |
| 02 - The Field of Data Science - The Various Data Science Disciplines/004 Continuing with BI, ML, and AI.mp4 | 36.95 MB |
| 02 - The Field of Data Science - The Various Data Science Disciplines/004 Continuing with BI, ML, and AI_en.srt | 14.98 KB |
| 02 - The Field of Data Science - The Various Data Science Disciplines/005 365-DataScience.png | 6.92 MB |
| 02 - The Field of Data Science - The Various Data Science Disciplines/005 A Breakdown of our Data Science Infographic.mp4 | 45.30 MB |
| 02 - The Field of Data Science - The Various Data Science Disciplines/005 A Breakdown of our Data Science Infographic_en.srt | 6.07 KB |
| 03 - The Field of Data Science - Connecting the Data Science Disciplines/001 Applying Traditional Data, Big Data, BI, Traditional Data Science and ML_en.srt | 11.06 KB |
| 03 - The Field of Data Science - Connecting the Data Science Disciplines/temp/index_13908866.mpd | 59.30 KB |
| 04 - The Field of Data Science - The Benefits of Each Discipline/001 The Reason Behind These Disciplines.mp4 | 46.70 MB |
| 04 - The Field of Data Science - The Benefits of Each Discipline/001 The Reason Behind These Disciplines_en.srt | 7.77 KB |
| 05 - The Field of Data Science - Popular Data Science Techniques/001 Techniques for Working with Traditional Data.mp4 | 107.39 MB |
| 05 - The Field of Data Science - Popular Data Science Techniques/001 Techniques for Working with Traditional Data_en.srt | 13.20 KB |
| 05 - The Field of Data Science - Popular Data Science Techniques/002 Real Life Examples of Traditional Data.mp4 | 18.37 MB |
| 05 - The Field of Data Science - Popular Data Science Techniques/002 Real Life Examples of Traditional Data_en.srt | 2.79 KB |
| 05 - The Field of Data Science - Popular Data Science Techniques/003 Techniques for Working with Big Data.mp4 | 62.11 MB |
| 05 - The Field of Data Science - Popular Data Science Techniques/003 Techniques for Working with Big Data_en.srt | 6.98 KB |
| 05 - The Field of Data Science - Popular Data Science Techniques/004 Real Life Examples of Big Data.mp4 | 13.07 MB |
| 05 - The Field of Data Science - Popular Data Science Techniques/004 Real Life Examples of Big Data_en.srt | 2.25 KB |
| 05 - The Field of Data Science - Popular Data Science Techniques/005 Business Intelligence (BI) Techniques.mp4 | 52.88 MB |
| 05 - The Field of Data Science - Popular Data Science Techniques/005 Business Intelligence (BI) Techniques_en.srt | 10.54 KB |
| 05 - The Field of Data Science - Popular Data Science Techniques/006 Real Life Examples of Business Intelligence (BI).mp4 | 24.68 MB |
| 05 - The Field of Data Science - Popular Data Science Techniques/006 Real Life Examples of Business Intelligence (BI)_en.srt | 2.68 KB |
| 05 - The Field of Data Science - Popular Data Science Techniques/007 Techniques for Working with Traditional Methods.mp4 | 76.10 MB |
| 05 - The Field of Data Science - Popular Data Science Techniques/007 Techniques for Working with Traditional Methods_en.srt | 13.89 KB |
| 05 - The Field of Data Science - Popular Data Science Techniques/008 Real Life Examples of Traditional Methods.mp4 | 27.41 MB |
| 05 - The Field of Data Science - Popular Data Science Techniques/008 Real Life Examples of Traditional Methods_en.srt | 4.31 KB |
| 05 - The Field of Data Science - Popular Data Science Techniques/009 Machine Learning (ML) Techniques.mp4 | 49.41 MB |
| 05 - The Field of Data Science - Popular Data Science Techniques/009 Machine Learning (ML) Techniques_en.srt | 11.24 KB |
| 05 - The Field of Data Science - Popular Data Science Techniques/010 Types of Machine Learning.mp4 | 80.57 MB |
| 05 - The Field of Data Science - Popular Data Science Techniques/010 Types of Machine Learning_en.srt | 13.00 KB |
| 05 - The Field of Data Science - Popular Data Science Techniques/011 Real Life Examples of Machine Learning (ML).mp4 | 27.70 MB |
| 05 - The Field of Data Science - Popular Data Science Techniques/011 Real Life Examples of Machine Learning (ML)_en.srt | 3.60 KB |
| 05 - The Field of Data Science - Popular Data Science Techniques/[CourseClub.Me].url | 122 B |
| 05 - The Field of Data Science - Popular Data Science Techniques/[GigaCourse.Com].url | 49 B |
| 06 - The Field of Data Science - Popular Data Science Tools/001 Necessary Programming Languages and Software Used in Data Science.encrypted.m4a.part | 0 B |
| 06 - The Field of Data Science - Popular Data Science Tools/001 Necessary Programming Languages and Software Used in Data Science.encrypted.m4a.part.frag.urls | 61.04 KB |
| 06 - The Field of Data Science - Popular Data Science Tools/001 Necessary Programming Languages and Software Used in Data Science.encrypted.mp4.part | 0 B |
| 06 - The Field of Data Science - Popular Data Science Tools/001 Necessary Programming Languages and Software Used in Data Science.encrypted.mp4.part.frag.urls | 61.04 KB |
| 06 - The Field of Data Science - Popular Data Science Tools/001 Necessary Programming Languages and Software Used in Data Science_en.srt | 9.65 KB |
| 06 - The Field of Data Science - Popular Data Science Tools/temp/index_13040208.mpd | 41.14 KB |
| 07 - The Field of Data Science - Careers in Data Science/001 Finding the Job - What to Expect and What to Look for.mp4 | 13.81 MB |
| 07 - The Field of Data Science - Careers in Data Science/001 Finding the Job - What to Expect and What to Look for_en.srt | 5.60 KB |
| 08 - The Field of Data Science - Debunking Common Misconceptions/001 Debunking Common Misconceptions.mp4 | 58.81 MB |
| 08 - The Field of Data Science - Debunking Common Misconceptions/001 Debunking Common Misconceptions_en.srt | 6.56 KB |
| 09 - Part 2 Probability/001 Course-Notes-Basic-Probability.pdf | 371.05 KB |
| 09 - Part 2 Probability/001 The Basic Probability Formula.mp4 | 29.39 MB |
| 09 - Part 2 Probability/001 The Basic Probability Formula_en.srt | 10.68 KB |
| 09 - Part 2 Probability/002 Computing Expected Values.mp4 | 45.67 MB |
| 09 - Part 2 Probability/002 Computing Expected Values_en.srt | 8.33 KB |
| 09 - Part 2 Probability/003 Frequency.mp4 | 37.36 MB |
| 09 - Part 2 Probability/003 Frequency_en.srt | 8.34 KB |
| 09 - Part 2 Probability/004 Events and Their Complements.mp4 | 25.83 MB |
| 09 - Part 2 Probability/004 Events and Their Complements_en.srt | 8.52 KB |
| 10 - Probability - Combinatorics/001 Course-Notes-Combinatorics.pdf | 226.12 KB |
| 10 - Probability - Combinatorics/001 Fundamentals of Combinatorics.mp4 | 5.95 MB |
| 10 - Probability - Combinatorics/001 Fundamentals of Combinatorics_en.srt | 1.74 KB |
| 10 - Probability - Combinatorics/002 Permutations and How to Use Them.mp4 | 17.52 MB |
| 10 - Probability - Combinatorics/002 Permutations and How to Use Them_en.srt | 5.26 KB |
| 10 - Probability - Combinatorics/003 Simple Operations with Factorials.mp4 | 16.68 MB |
| 10 - Probability - Combinatorics/003 Simple Operations with Factorials_en.srt | 4.06 KB |
| 10 - Probability - Combinatorics/004 Solving Variations with Repetition.mp4 | 13.95 MB |
| 10 - Probability - Combinatorics/004 Solving Variations with Repetition_en.srt | 4.47 KB |
| 10 - Probability - Combinatorics/005 Solving Variations without Repetition.mp4 | 18.25 MB |
| 10 - Probability - Combinatorics/005 Solving Variations without Repetition_en.srt | 5.93 KB |
| 10 - Probability - Combinatorics/006 Combinations-With-Repetition.pdf | 207.41 KB |
| 10 - Probability - Combinatorics/006 Solving Combinations.mp4 | 23.67 MB |
| 10 - Probability - Combinatorics/006 Solving Combinations_en.srt | 7.23 KB |
| 10 - Probability - Combinatorics/007 Symmetry of Combinations.mp4 | 13.75 MB |
| 10 - Probability - Combinatorics/007 Symmetry of Combinations_en.srt | 5.38 KB |
| 10 - Probability - Combinatorics/007 Symmetry-Explained.pdf | 85.04 KB |
| 10 - Probability - Combinatorics/008 Solving Combinations with Separate Sample Spaces.mp4 | 10.65 MB |
| 10 - Probability - Combinatorics/008 Solving Combinations with Separate Sample Spaces_en.srt | 4.87 KB |
| 10 - Probability - Combinatorics/009 Combinatorics in Real-Life The Lottery.mp4 | 16.39 MB |
| 10 - Probability - Combinatorics/009 Combinatorics in Real-Life The Lottery_en.srt | 5.05 KB |
| 10 - Probability - Combinatorics/010 A Recap of Combinatorics.mp4 | 15.02 MB |
| 10 - Probability - Combinatorics/010 A Recap of Combinatorics_en.srt | 4.58 KB |
| 10 - Probability - Combinatorics/011 A Practical Example of Combinatorics.mp4 | 42.80 MB |
| 10 - Probability - Combinatorics/011 A Practical Example of Combinatorics_en.srt | 18.51 KB |
| 10 - Probability - Combinatorics/011 Additional-Exercises-Combinatorics-Solutions.pdf | 245.67 KB |
| 10 - Probability - Combinatorics/011 Additional-Exercises-Combinatorics.pdf | 106.58 KB |
| 11 - Probability - Bayesian Inference/001 Course-Notes-Bayesian-Inference.pdf | 386.01 KB |
| 11 - Probability - Bayesian Inference/001 Sets and Events.mp4 | 17.65 MB |
| 11 - Probability - Bayesian Inference/001 Sets and Events_en.srt | 6.50 KB |
| 11 - Probability - Bayesian Inference/002 Ways Sets Can Interact.mp4 | 19.30 MB |
| 11 - Probability - Bayesian Inference/002 Ways Sets Can Interact_en.srt | 5.48 KB |
| 11 - Probability - Bayesian Inference/003 Intersection of Sets.mp4 | 11.01 MB |
| 11 - Probability - Bayesian Inference/003 Intersection of Sets_en.srt | 3.06 KB |
| 11 - Probability - Bayesian Inference/004 Union of Sets.mp4 | 24.20 MB |
| 11 - Probability - Bayesian Inference/004 Union of Sets_en.srt | 7.46 KB |
| 11 - Probability - Bayesian Inference/005 Mutually Exclusive Sets.mp4 | 10.59 MB |
| 11 - Probability - Bayesian Inference/005 Mutually Exclusive Sets_en.srt | 3.29 KB |
| 11 - Probability - Bayesian Inference/006 Dependence and Independence of Sets.mp4 | 14.92 MB |
| 11 - Probability - Bayesian Inference/006 Dependence and Independence of Sets_en.srt | 4.13 KB |
| 11 - Probability - Bayesian Inference/007 The Conditional Probability Formula.mp4 | 16.59 MB |
| 11 - Probability - Bayesian Inference/007 The Conditional Probability Formula_en.srt | 7.15 KB |
| 11 - Probability - Bayesian Inference/008 The Law of Total Probability.mp4 | 11.59 MB |
| 11 - Probability - Bayesian Inference/008 The Law of Total Probability_en.srt | 4.75 KB |
| 11 - Probability - Bayesian Inference/009 The Additive Rule.mp4 | 11.11 MB |
| 11 - Probability - Bayesian Inference/009 The Additive Rule_en.srt | 3.14 KB |
| 11 - Probability - Bayesian Inference/010 The Multiplication Law.mp4 | 20.19 MB |
| 11 - Probability - Bayesian Inference/010 The Multiplication Law_en.srt | 5.63 KB |
| 11 - Probability - Bayesian Inference/011 Bayes' Law.mp4 | 21.34 MB |
| 11 - Probability - Bayesian Inference/011 Bayes' Law_en.srt | 9.21 KB |
| 11 - Probability - Bayesian Inference/012 A Practical Example of Bayesian Inference.mp4 | 139.14 MB |
| 11 - Probability - Bayesian Inference/012 A Practical Example of Bayesian Inference_en.srt | 24.29 KB |
| 11 - Probability - Bayesian Inference/012 Bayesian-Homework-Solutions.pdf | 30.35 KB |
| 11 - Probability - Bayesian Inference/012 Bayesian-Homework.pdf | 27.26 KB |
| 11 - Probability - Bayesian Inference/012 CDS-2017-2018-Hamilton.pdf | 845.31 KB |
| 12 - Probability - Distributions/001 Course-Notes-Probability-Distributions.pdf | 463.95 KB |
| 12 - Probability - Distributions/001 Fundamentals of Probability Distributions.mp4 | 19.43 MB |
| 12 - Probability - Distributions/001 Fundamentals of Probability Distributions_en.srt | 10.10 KB |
| 12 - Probability - Distributions/002 Types of Probability Distributions.mp4 | 35.58 MB |
| 12 - Probability - Distributions/002 Types of Probability Distributions_en.srt | 12.57 KB |
| 12 - Probability - Distributions/003 Characteristics of Discrete Distributions.mp4 | 9.42 MB |
| 12 - Probability - Distributions/003 Characteristics of Discrete Distributions_en.srt | 3.04 KB |
| 12 - Probability - Distributions/004 Discrete Distributions The Uniform Distribution.mp4 | 10.31 MB |
| 12 - Probability - Distributions/004 Discrete Distributions The Uniform Distribution_en.srt | 3.44 KB |
| 12 - Probability - Distributions/005 Discrete Distributions The Bernoulli Distribution.mp4 | 15.12 MB |
| 12 - Probability - Distributions/005 Discrete Distributions The Bernoulli Distribution_en.srt | 6.49 KB |
| 12 - Probability - Distributions/006 Discrete Distributions The Binomial Distribution.mp4 | 30.61 MB |
| 12 - Probability - Distributions/006 Discrete Distributions The Binomial Distribution_en.srt | 10.55 KB |
| 12 - Probability - Distributions/007 Discrete Distributions The Poisson Distribution.mp4 | 23.93 MB |
| 12 - Probability - Distributions/007 Discrete Distributions The Poisson Distribution_en.srt | 8.68 KB |
| 12 - Probability - Distributions/007 Poisson-Expected-Value-and-Variance.pdf | 145.99 KB |
| 12 - Probability - Distributions/008 Characteristics of Continuous Distributions.mp4 | 36.13 MB |
| 12 - Probability - Distributions/008 Characteristics of Continuous Distributions_en.srt | 11.00 KB |
| 12 - Probability - Distributions/008 Solving-Integrals.pdf | 343.85 KB |
| 12 - Probability - Distributions/009 Continuous Distributions The Normal Distribution.mp4 | 20.01 MB |
| 12 - Probability - Distributions/009 Continuous Distributions The Normal Distribution_en.srt | 6.09 KB |
| 12 - Probability - Distributions/009 Normal-Distribution-Exp-and-Var.pdf | 144.08 KB |
| 12 - Probability - Distributions/010 Continuous Distributions The Standard Normal Distribution.mp4 | 38.36 MB |
| 12 - Probability - Distributions/010 Continuous Distributions The Standard Normal Distribution_en.srt | 6.85 KB |
| 12 - Probability - Distributions/011 Continuous Distributions The Students' T Distribution.mp4 | 9.24 MB |
| 12 - Probability - Distributions/011 Continuous Distributions The Students' T Distribution_en.srt | 3.83 KB |
| 12 - Probability - Distributions/012 Continuous Distributions The Chi-Squared Distribution.mp4 | 20.97 MB |
| 12 - Probability - Distributions/012 Continuous Distributions The Chi-Squared Distribution_en.srt | 3.54 KB |
| 12 - Probability - Distributions/013 Continuous Distributions The Exponential Distribution.mp4 | 16.00 MB |
| 12 - Probability - Distributions/013 Continuous Distributions The Exponential Distribution_en.srt | 5.35 KB |
| 12 - Probability - Distributions/014 Continuous Distributions The Logistic Distribution.mp4 | 16.17 MB |
| 12 - Probability - Distributions/014 Continuous Distributions The Logistic Distribution_en.srt | 6.45 KB |
| 12 - Probability - Distributions/015 A Practical Example of Probability Distributions.mp4 | 138.12 MB |
| 12 - Probability - Distributions/015 A Practical Example of Probability Distributions_en.srt | 25.51 KB |
| 12 - Probability - Distributions/015 Customers-Membership-post.xlsx | 15.62 KB |
| 12 - Probability - Distributions/015 Customers-Membership.xlsx | 9.69 KB |
| 12 - Probability - Distributions/015 Daily-Views-post.xlsx | 20.21 KB |
| 12 - Probability - Distributions/015 Daily-Views.xlsx | 9.53 KB |
| 12 - Probability - Distributions/015 FIFA19-post.csv | 8.64 MB |
| 12 - Probability - Distributions/015 FIFA19.csv | 8.64 MB |
| 13 - Probability - Probability in Other Fields/001 Probability in Finance.mp4 | 40.34 MB |
| 13 - Probability - Probability in Other Fields/001 Probability in Finance_en.srt | 12.17 KB |
| 13 - Probability - Probability in Other Fields/001 Probability-in-Finance-Homework.pdf | 110.68 KB |
| 13 - Probability - Probability in Other Fields/001 Probability-in-Finance-Solutions.pdf | 184.46 KB |
| 13 - Probability - Probability in Other Fields/002 Probability in Statistics.mp4 | 31.60 MB |
| 13 - Probability - Probability in Other Fields/002 Probability in Statistics_en.srt | 10.96 KB |
| 13 - Probability - Probability in Other Fields/003 Probability in Data Science.mp4 | 56.89 MB |
| 13 - Probability - Probability in Other Fields/003 Probability in Data Science_en.srt | 8.54 KB |
| 13 - Probability - Probability in Other Fields/003 Probability-Cheat-Sheet.pdf | 320.28 KB |
| 14 - Part 3 Statistics/001 Course-notes-descriptive-statistics.pdf | 482.21 KB |
| 14 - Part 3 Statistics/001 Population and Sample.mp4 | 35.10 MB |
| 14 - Part 3 Statistics/001 Population and Sample_en.srt | 7.01 KB |
| 14 - Part 3 Statistics/001 Statistics-Glossary.xlsx | 20.26 KB |
| 15 - Statistics - Descriptive Statistics/001 Course-notes-descriptive-statistics.pdf | 482.21 KB |
| 15 - Statistics - Descriptive Statistics/001 Glossary.xlsx | 19.97 KB |
| 15 - Statistics - Descriptive Statistics/001 Types of Data.mp4 | 43.17 MB |
| 15 - Statistics - Descriptive Statistics/001 Types of Data_en.srt | 6.92 KB |
| 15 - Statistics - Descriptive Statistics/002 Levels of Measurement.mp4 | 32.18 MB |
| 15 - Statistics - Descriptive Statistics/002 Levels of Measurement_en.srt | 5.77 KB |
| 15 - Statistics - Descriptive Statistics/003 2.3.Categorical-variables.Visualization-techniques-lesson.xlsx | 30.77 KB |
| 15 - Statistics - Descriptive Statistics/003 Categorical Variables - Visualization Techniques.mp4 | 36.64 MB |
| 15 - Statistics - Descriptive Statistics/003 Categorical Variables - Visualization Techniques_en.srt | 8.00 KB |
| 15 - Statistics - Descriptive Statistics/004 2.3.Categorical-variables.Visualization-techniques-exercise-solution.xlsx | 41.11 KB |
| 15 - Statistics - Descriptive Statistics/004 2.3.Categorical-variables.Visualization-techniques-exercise.xlsx | 15.24 KB |
| 15 - Statistics - Descriptive Statistics/004 Categorical Variables Exercise.html | 81 B |
| 15 - Statistics - Descriptive Statistics/004 Statistics-PDF-with-Excel-Solutions-that-dont-visualize-properly.pdf | 289.12 KB |
| 15 - Statistics - Descriptive Statistics/005 2.4.Numerical-variables.Frequency-distribution-table-lesson.xlsx | 11.44 KB |
| 15 - Statistics - Descriptive Statistics/005 Numerical Variables - Frequency Distribution Table.mp4 | 17.69 MB |
| 15 - Statistics - Descriptive Statistics/005 Numerical Variables - Frequency Distribution Table_en.srt | 5.30 KB |
| 15 - Statistics - Descriptive Statistics/006 2.4.Numerical-variables.Frequency-distribution-table-exercise-solution.xlsx | 13.15 KB |
| 15 - Statistics - Descriptive Statistics/006 Numerical Variables Exercise.html | 81 B |
| 15 - Statistics - Descriptive Statistics/007 2.5.The-Histogram-lesson.xlsx | 18.63 KB |
| 15 - Statistics - Descriptive Statistics/007 The Histogram.mp4 | 9.57 MB |
| 15 - Statistics - Descriptive Statistics/007 The Histogram_en.srt | 4.05 KB |
| 15 - Statistics - Descriptive Statistics/008 2.5.The-Histogram-exercise-solution.xlsx | 17.10 KB |
| 15 - Statistics - Descriptive Statistics/008 2.5.The-Histogram-exercise.xlsx | 15.50 KB |
| 15 - Statistics - Descriptive Statistics/008 Histogram Exercise.html | 81 B |
| 15 - Statistics - Descriptive Statistics/008 Statistics-PDF-with-Excel-Solutions-that-dont-visualize-properly.pdf | 289.12 KB |
| 15 - Statistics - Descriptive Statistics/009 2.6.Cross-table-and-scatter-plot.xlsx | 26.12 KB |
| 15 - Statistics - Descriptive Statistics/009 Cross Tables and Scatter Plots.mp4 | 19.71 MB |
| 15 - Statistics - Descriptive Statistics/009 Cross Tables and Scatter Plots_en.srt | 8.26 KB |
| 15 - Statistics - Descriptive Statistics/010 2.6.Cross-table-and-scatter-plot-exercise-solution.xlsx | 40.44 KB |
| 15 - Statistics - Descriptive Statistics/010 2.6.Cross-table-and-scatter-plot-exercise.xlsx | 16.28 KB |
| 15 - Statistics - Descriptive Statistics/010 Cross Tables and Scatter Plots Exercise.html | 81 B |
| 15 - Statistics - Descriptive Statistics/011 2.7.Mean-median-and-mode-lesson.xlsx | 10.49 KB |
| 15 - Statistics - Descriptive Statistics/011 Mean, median and mode.mp4 | 24.49 MB |
| 15 - Statistics - Descriptive Statistics/011 Mean, median and mode_en.srt | 7.18 KB |
| 15 - Statistics - Descriptive Statistics/012 2.7.Mean-median-and-mode-exercise-solution.xlsx | 11.35 KB |
| 15 - Statistics - Descriptive Statistics/012 2.7.Mean-median-and-mode-exercise.xlsx | 10.87 KB |
| 15 - Statistics - Descriptive Statistics/012 Mean, Median and Mode Exercise.html | 81 B |
| 15 - Statistics - Descriptive Statistics/013 2.8.Skewness-lesson.xlsx | 34.63 KB |
| 15 - Statistics - Descriptive Statistics/013 Skewness.mp4 | 13.31 MB |
| 15 - Statistics - Descriptive Statistics/013 Skewness_en.srt | 4.43 KB |
| 15 - Statistics - Descriptive Statistics/014 2.8.Skewness-exercise-solution.xlsx | 19.78 KB |
| 15 - Statistics - Descriptive Statistics/014 2.8.Skewness-exercise.xlsx | 9.49 KB |
| 15 - Statistics - Descriptive Statistics/014 Skewness Exercise.html | 81 B |
| 15 - Statistics - Descriptive Statistics/015 2.9.Variance-lesson.xlsx | 10.08 KB |
| 15 - Statistics - Descriptive Statistics/015 Variance.mp4 | 23.54 MB |
| 15 - Statistics - Descriptive Statistics/015 Variance_en.srt | 9.86 KB |
| 15 - Statistics - Descriptive Statistics/016 2.9.Variance-exercise-solution.xlsx | 11.05 KB |
| 15 - Statistics - Descriptive Statistics/016 2.9.Variance-exercise.xlsx | 10.83 KB |
| 15 - Statistics - Descriptive Statistics/016 Variance Exercise.html | 522 B |
| 15 - Statistics - Descriptive Statistics/017 2.10.Standard-deviation-and-coefficient-of-variation-lesson.xlsx | 10.97 KB |
| 15 - Statistics - Descriptive Statistics/017 Standard Deviation and Coefficient of Variation.mp4 | 20.14 MB |
| 15 - Statistics - Descriptive Statistics/017 Standard Deviation and Coefficient of Variation_en.srt | 7.59 KB |
| 15 - Statistics - Descriptive Statistics/018 2.10.Standard-deviation-and-coefficient-of-variation-exercise-solution.xlsx | 12.60 KB |
| 15 - Statistics - Descriptive Statistics/018 2.10.Standard-deviation-and-coefficient-of-variation-exercise.xlsx | 11.61 KB |
| 15 - Statistics - Descriptive Statistics/018 Standard Deviation and Coefficient of Variation Exercise.html | 81 B |
| 15 - Statistics - Descriptive Statistics/019 2.11.Covariance-lesson.xlsx | 24.92 KB |
| 15 - Statistics - Descriptive Statistics/019 Covariance.mp4 | 18.38 MB |
| 15 - Statistics - Descriptive Statistics/019 Covariance_en.srt | 6.14 KB |
| 15 - Statistics - Descriptive Statistics/020 2.11.Covariance-exercise-solution.xlsx | 29.51 KB |
| 15 - Statistics - Descriptive Statistics/020 2.11.Covariance-exercise.xlsx | 20.23 KB |
| 15 - Statistics - Descriptive Statistics/020 Covariance Exercise.html | 81 B |
| 15 - Statistics - Descriptive Statistics/021 Correlation Coefficient.mp4 | 19.34 MB |
| 15 - Statistics - Descriptive Statistics/021 Correlation Coefficient_en.srt | 5.94 KB |
| 15 - Statistics - Descriptive Statistics/022 2.12.Correlation-exercise-solution.xlsx | 29.48 KB |
| 15 - Statistics - Descriptive Statistics/022 2.12.Correlation-exercise.xlsx | 29.30 KB |
| 15 - Statistics - Descriptive Statistics/022 Correlation Coefficient Exercise.html | 81 B |
| 16 - Statistics - Practical Example Descriptive Statistics/001 2.13.Practical-example.Descriptive-statistics-lesson.xlsx | 146.51 KB |
| 16 - Statistics - Practical Example Descriptive Statistics/001 Practical Example Descriptive Statistics.mp4 | 150.18 MB |
| 16 - Statistics - Practical Example Descriptive Statistics/001 Practical Example Descriptive Statistics_en.srt | 25.43 KB |
| 16 - Statistics - Practical Example Descriptive Statistics/002 2.13.Practical-example.Descriptive-statistics-exercise-solution.xlsx | 146.38 KB |
| 16 - Statistics - Practical Example Descriptive Statistics/002 2.13.Practical-example.Descriptive-statistics-exercise.xlsx | 120.27 KB |
| 16 - Statistics - Practical Example Descriptive Statistics/002 Practical Example Descriptive Statistics Exercise.html | 81 B |
| 17 - Statistics - Inferential Statistics Fundamentals/001 Course-notes-inferential-statistics.pdf | 382.32 KB |
| 17 - Statistics - Inferential Statistics Fundamentals/001 Introduction.mp4 | 3.06 MB |
| 17 - Statistics - Inferential Statistics Fundamentals/001 Introduction_en.srt | 1.97 KB |
| 17 - Statistics - Inferential Statistics Fundamentals/002 3.2.What-is-a-distribution-lesson.xlsx | 19.46 KB |
| 17 - Statistics - Inferential Statistics Fundamentals/002 Course-notes-inferential-statistics.pdf | 382.32 KB |
| 17 - Statistics - Inferential Statistics Fundamentals/002 What is a Distribution.mp4 | 17.20 MB |
| 17 - Statistics - Inferential Statistics Fundamentals/002 What is a Distribution_en.srt | 7.06 KB |
| 17 - Statistics - Inferential Statistics Fundamentals/003 The Normal Distribution.mp4 | 27.49 MB |
| 17 - Statistics - Inferential Statistics Fundamentals/003 The Normal Distribution_en.srt | 6.22 KB |
| 17 - Statistics - Inferential Statistics Fundamentals/004 3.4.Standard-normal-distribution-lesson.xlsx | 10.38 KB |
| 17 - Statistics - Inferential Statistics Fundamentals/004 The Standard Normal Distribution.mp4 | 8.61 MB |
| 17 - Statistics - Inferential Statistics Fundamentals/004 The Standard Normal Distribution_en.srt | 4.84 KB |
| 17 - Statistics - Inferential Statistics Fundamentals/005 3.4.Standard-normal-distribution-exercise-solution.xlsx | 24.04 KB |
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| 17 - Statistics - Inferential Statistics Fundamentals/006 Central Limit Theorem.mp4 | 23.22 MB |
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| 17 - Statistics - Inferential Statistics Fundamentals/007 Standard error.mp4 | 13.52 MB |
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| 17 - Statistics - Inferential Statistics Fundamentals/008 Estimators and Estimates.mp4 | 27.70 MB |
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| 18 - Statistics - Inferential Statistics Confidence Intervals/001 What are Confidence Intervals.mp4 | 28.62 MB |
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| 18 - Statistics - Inferential Statistics Confidence Intervals/002 3.9.Population-variance-known-z-score-lesson.xlsx | 11.21 KB |
| 18 - Statistics - Inferential Statistics Confidence Intervals/002 3.9.The-z-table.xlsx | 25.58 KB |
| 18 - Statistics - Inferential Statistics Confidence Intervals/002 Confidence Intervals; Population Variance Known; Z-score.mp4 | 52.16 MB |
| 18 - Statistics - Inferential Statistics Confidence Intervals/002 Confidence Intervals; Population Variance Known; Z-score_en.srt | 11.59 KB |
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| 18 - Statistics - Inferential Statistics Confidence Intervals/003 Confidence Intervals; Population Variance Known; Z-score; Exercise.html | 81 B |
| 18 - Statistics - Inferential Statistics Confidence Intervals/004 Confidence Interval Clarifications.mp4 | 18.94 MB |
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| 18 - Statistics - Inferential Statistics Confidence Intervals/009 3.13.Confidence-intervals.Two-means.Dependent-samples-lesson.xlsx | 10.47 KB |
| 18 - Statistics - Inferential Statistics Confidence Intervals/009 Confidence intervals. Two means. Dependent samples.mp4 | 44.97 MB |
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| 18 - Statistics - Inferential Statistics Confidence Intervals/010 Confidence intervals. Two means. Dependent samples Exercise.html | 81 B |
| 18 - Statistics - Inferential Statistics Confidence Intervals/011 3.14.Confidence-intervals.Two-means.Independent-samples-Part-1-lesson.xlsx | 9.83 KB |
| 18 - Statistics - Inferential Statistics Confidence Intervals/011 Confidence intervals. Two means. Independent Samples (Part 1).mp4 | 11.99 MB |
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| 18 - Statistics - Inferential Statistics Confidence Intervals/012 Confidence intervals. Two means. Independent Samples (Part 1). Exercise.html | 81 B |
| 18 - Statistics - Inferential Statistics Confidence Intervals/013 3.15.Confidence-intervals.Two-means.Independent-samples-Part-2-lesson.xlsx | 9.52 KB |
| 18 - Statistics - Inferential Statistics Confidence Intervals/013 Confidence intervals. Two means. Independent Samples (Part 2).mp4 | 14.62 MB |
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| 18 - Statistics - Inferential Statistics Confidence Intervals/014 Confidence intervals. Two means. Independent Samples (Part 2). Exercise.html | 81 B |
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| 20 - Statistics - Hypothesis Testing/007 Online-p-value-calculator.pdf | 1.15 MB |
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| 20 - Statistics - Hypothesis Testing/010 4.7.Test-for-the-mean.Dependent-samples-lesson.xlsx | 9.79 KB |
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| 20 - Statistics - Hypothesis Testing/012 4.8.Test-for-the-mean.Independent-samples-Part-1-lesson.xlsx | 9.63 KB |
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| 22 - Part 4 Introduction to Python/001 Introduction to Programming.mp4 | 14.76 MB |
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| 22 - Part 4 Introduction to Python/001 Introduction-to-Python-Course-Notes.pdf | 2.15 MB |
| 22 - Part 4 Introduction to Python/002 Why Python.mp4 | 12.04 MB |
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| 22 - Part 4 Introduction to Python/003 Why Jupyter.mp4 | 8.13 MB |
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| 22 - Part 4 Introduction to Python/004 Installing Python and Jupyter.mp4 | 32.82 MB |
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| 22 - Part 4 Introduction to Python/005 Understanding Jupyter's Interface - the Notebook Dashboard.mp4 | 6.07 MB |
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| 22 - Part 4 Introduction to Python/006 Prerequisites for Coding in the Jupyter Notebooks.mp4 | 18.96 MB |
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| 23 - Python - Variables and Data Types/001 Introduction-to-Python-Course-Notes.pdf | 2.15 MB |
| 23 - Python - Variables and Data Types/001 Variables-Exercise-Py3.ipynb | 2.23 KB |
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| 23 - Python - Variables and Data Types/002 Numbers and Boolean Values in Python.mp4 | 13.70 MB |
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| 23 - Python - Variables and Data Types/003 Python Strings.mp4 | 15.67 MB |
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| 24 - Python - Basic Python Syntax/001 Arithmetic-Operators-Exercise-Py3.ipynb | 2.62 KB |
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| 24 - Python - Basic Python Syntax/001 Using Arithmetic Operators in Python.mp4 | 8.63 MB |
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| 24 - Python - Basic Python Syntax/002 The Double Equality Sign.mp4 | 2.72 MB |
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| 24 - Python - Basic Python Syntax/003 How to Reassign Values.mp4 | 1.86 MB |
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| 24 - Python - Basic Python Syntax/007 Structuring with Indentation.mp4 | 2.79 MB |
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| 25 - Python - Other Python Operators/001 Comparison Operators.mp4 | 4.82 MB |
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| 25 - Python - Other Python Operators/002 Logical and Identity Operators.mp4 | 19.00 MB |
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| 26 - Python - Conditional Statements/001 Introduction-to-the-If-Statement-Exercise-Py3.ipynb | 1.53 KB |
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| 26 - Python - Conditional Statements/001 The IF Statement.mp4 | 6.07 MB |
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| 26 - Python - Conditional Statements/002 Add-an-Else-Statement-Exercise-Py3.ipynb | 1.02 KB |
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| 26 - Python - Conditional Statements/004 A Note on Boolean Values.mp4 | 4.24 MB |
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| 27 - Python - Python Functions/001 Defining a Function in Python.mp4 | 3.23 MB |
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| 27 - Python - Python Functions/002 How to Create a Function with a Parameter.mp4 | 8.33 MB |
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| 29 - Python - Iterations/001 For Loops.mp4 | 23.60 MB |
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| 35 - Advanced Statistical Methods - Practical Example Linear Regression/008 1.04.Real-life-example.csv | 219.83 KB |
| 35 - Advanced Statistical Methods - Practical Example Linear Regression/008 Practical Example Linear Regression (Part 5).mp4 | 50.40 MB |
| 35 - Advanced Statistical Methods - Practical Example Linear Regression/008 Practical Example Linear Regression (Part 5)_en.srt | 13.42 KB |
| 35 - Advanced Statistical Methods - Practical Example Linear Regression/008 sklearn-Linear-Regression-Practical-Example-Part-5-with-comments.ipynb | 711.05 KB |
| 35 - Advanced Statistical Methods - Practical Example Linear Regression/008 sklearn-Linear-Regression-Practical-Example-Part-5.ipynb | 698.36 KB |
| 35 - Advanced Statistical Methods - Practical Example Linear Regression/009 Linear Regression - Exercise.html | 497 B |
| 35 - Advanced Statistical Methods - Practical Example Linear Regression/external-links.txt | 134 B |
| 36 - Advanced Statistical Methods - Logistic Regression/001 Course-Notes-Logistic-Regression.pdf | 335.17 KB |
| 36 - Advanced Statistical Methods - Logistic Regression/001 Introduction to Logistic Regression.mp4 | 5.87 MB |
| 36 - Advanced Statistical Methods - Logistic Regression/001 Introduction to Logistic Regression_en.srt | 2.17 KB |
| 36 - Advanced Statistical Methods - Logistic Regression/002 2.01.Admittance.csv | 1.58 KB |
| 36 - Advanced Statistical Methods - Logistic Regression/002 A Simple Example in Python.mp4 | 21.89 MB |
| 36 - Advanced Statistical Methods - Logistic Regression/002 A Simple Example in Python_en.srt | 7.07 KB |
| 36 - Advanced Statistical Methods - Logistic Regression/002 Admittance-with-comments.ipynb | 5.32 KB |
| 36 - Advanced Statistical Methods - Logistic Regression/002 Admittance.ipynb | 3.54 KB |
| 36 - Advanced Statistical Methods - Logistic Regression/002 Course-Notes-Logistic-Regression.pdf | 335.17 KB |
| 36 - Advanced Statistical Methods - Logistic Regression/003 Logistic vs Logit Function.mp4 | 23.76 MB |
| 36 - Advanced Statistical Methods - Logistic Regression/003 Logistic vs Logit Function_en.srt | 6.06 KB |
| 36 - Advanced Statistical Methods - Logistic Regression/004 Admittance-regression-summary-error.ipynb | 2.48 KB |
| 36 - Advanced Statistical Methods - Logistic Regression/004 Admittance-regression-tables-fixed-error.ipynb | 4.11 KB |
| 36 - Advanced Statistical Methods - Logistic Regression/004 Admittance-regression.ipynb | 2.09 KB |
| 36 - Advanced Statistical Methods - Logistic Regression/004 Building a Logistic Regression.mp4 | 8.59 MB |
| 36 - Advanced Statistical Methods - Logistic Regression/004 Building a Logistic Regression_en.srt | 4.21 KB |
| 36 - Advanced Statistical Methods - Logistic Regression/005 Building a Logistic Regression - Exercise.html | 87 B |
| 36 - Advanced Statistical Methods - Logistic Regression/005 Building-a-Logistic-Regression-Exercise.ipynb | 2.92 KB |
| 36 - Advanced Statistical Methods - Logistic Regression/005 Building-a-Logistic-Regression-Solution.ipynb | 4.44 KB |
| 36 - Advanced Statistical Methods - Logistic Regression/005 Example-bank-data.csv | 6.21 KB |
| 36 - Advanced Statistical Methods - Logistic Regression/006 An Invaluable Coding Tip.mp4 | 18.76 MB |
| 36 - Advanced Statistical Methods - Logistic Regression/006 An Invaluable Coding Tip_en.srt | 3.75 KB |
| 36 - Advanced Statistical Methods - Logistic Regression/007 Understanding Logistic Regression Tables.mp4 | 14.58 MB |
| 36 - Advanced Statistical Methods - Logistic Regression/007 Understanding Logistic Regression Tables_en.srt | 6.69 KB |
| 36 - Advanced Statistical Methods - Logistic Regression/008 Bank-data.csv | 19.55 KB |
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| 36 - Advanced Statistical Methods - Logistic Regression/008 Understanding-Logistic-Regression-Tables-Exercise.ipynb | 3.16 KB |
| 36 - Advanced Statistical Methods - Logistic Regression/008 Understanding-Logistic-Regression-Tables-Solution.ipynb | 4.79 KB |
| 36 - Advanced Statistical Methods - Logistic Regression/009 What do the Odds Actually Mean.mp4 | 11.39 MB |
| 36 - Advanced Statistical Methods - Logistic Regression/009 What do the Odds Actually Mean_en.srt | 5.27 KB |
| 36 - Advanced Statistical Methods - Logistic Regression/010 2.02.Binary-predictors.csv | 2.56 KB |
| 36 - Advanced Statistical Methods - Logistic Regression/010 Binary Predictors in a Logistic Regression.mp4 | 24.83 MB |
| 36 - Advanced Statistical Methods - Logistic Regression/010 Binary Predictors in a Logistic Regression_en.srt | 6.27 KB |
| 36 - Advanced Statistical Methods - Logistic Regression/010 Binary-predictors.ipynb | 2.41 KB |
| 36 - Advanced Statistical Methods - Logistic Regression/011 Bank-data.csv | 19.55 KB |
| 36 - Advanced Statistical Methods - Logistic Regression/011 Binary Predictors in a Logistic Regression - Exercise.html | 87 B |
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| 36 - Advanced Statistical Methods - Logistic Regression/011 Binary-Predictors-in-a-Logistic-Regression-Solution.ipynb | 4.51 KB |
| 36 - Advanced Statistical Methods - Logistic Regression/012 Accuracy-with-comments.ipynb | 11.67 KB |
| 36 - Advanced Statistical Methods - Logistic Regression/012 Accuracy.ipynb | 3.63 KB |
| 36 - Advanced Statistical Methods - Logistic Regression/012 Calculating the Accuracy of the Model.mp4 | 20.27 MB |
| 36 - Advanced Statistical Methods - Logistic Regression/012 Calculating the Accuracy of the Model_en.srt | 5.12 KB |
| 36 - Advanced Statistical Methods - Logistic Regression/013 Bank-data.csv | 19.55 KB |
| 36 - Advanced Statistical Methods - Logistic Regression/013 Calculating the Accuracy of the Model.html | 87 B |
| 36 - Advanced Statistical Methods - Logistic Regression/013 Calculating-the-Accuracy-of-the-Model-Exercise.ipynb | 5.39 KB |
| 36 - Advanced Statistical Methods - Logistic Regression/013 Calculating-the-Accuracy-of-the-Model-Solution.ipynb | 81.21 KB |
| 36 - Advanced Statistical Methods - Logistic Regression/014 Underfitting and Overfitting.mp4 | 7.49 MB |
| 36 - Advanced Statistical Methods - Logistic Regression/014 Underfitting and Overfitting_en.srt | 6.17 KB |
| 36 - Advanced Statistical Methods - Logistic Regression/015 2.03.Test-dataset.csv | 322 B |
| 36 - Advanced Statistical Methods - Logistic Regression/015 Testing the Model.mp4 | 21.59 MB |
| 36 - Advanced Statistical Methods - Logistic Regression/015 Testing the Model_en.srt | 7.84 KB |
| 36 - Advanced Statistical Methods - Logistic Regression/015 Testing-the-model-with-comments.ipynb | 7.56 KB |
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| 36 - Advanced Statistical Methods - Logistic Regression/016 Bank-data-testing.csv | 8.30 KB |
| 36 - Advanced Statistical Methods - Logistic Regression/016 Bank-data.csv | 19.55 KB |
| 36 - Advanced Statistical Methods - Logistic Regression/016 Testing the Model - Exercise.html | 87 B |
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| 36 - Advanced Statistical Methods - Logistic Regression/016 Testing-the-Model-Solution.ipynb | 111.10 KB |
| 37 - Advanced Statistical Methods - Cluster Analysis/001 Course-Notes-Cluster-Analysis.pdf | 208.65 KB |
| 37 - Advanced Statistical Methods - Cluster Analysis/001 Introduction to Cluster Analysis.mp4 | 14.46 MB |
| 37 - Advanced Statistical Methods - Cluster Analysis/001 Introduction to Cluster Analysis_en.srt | 5.92 KB |
| 37 - Advanced Statistical Methods - Cluster Analysis/002 Course-Notes-Cluster-Analysis.pdf | 208.65 KB |
| 37 - Advanced Statistical Methods - Cluster Analysis/002 Some Examples of Clusters.mp4 | 35.87 MB |
| 37 - Advanced Statistical Methods - Cluster Analysis/002 Some Examples of Clusters_en.srt | 7.49 KB |
| 37 - Advanced Statistical Methods - Cluster Analysis/003 Difference between Classification and Clustering.mp4 | 9.67 MB |
| 37 - Advanced Statistical Methods - Cluster Analysis/003 Difference between Classification and Clustering_en.srt | 4.36 KB |
| 37 - Advanced Statistical Methods - Cluster Analysis/004 Math Prerequisites.mp4 | 5.27 MB |
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| 38 - Advanced Statistical Methods - K-Means Clustering/001 K-Means Clustering.mp4 | 10.82 MB |
| 38 - Advanced Statistical Methods - K-Means Clustering/001 K-Means Clustering_en.srt | 7.92 KB |
| 38 - Advanced Statistical Methods - K-Means Clustering/002 3.01.Country-clusters.csv | 200 B |
| 38 - Advanced Statistical Methods - K-Means Clustering/002 A Simple Example of Clustering.mp4 | 34.21 MB |
| 38 - Advanced Statistical Methods - K-Means Clustering/002 A Simple Example of Clustering_en.srt | 11.83 KB |
| 38 - Advanced Statistical Methods - K-Means Clustering/002 Country-clusters-with-comments.ipynb | 5.80 KB |
| 38 - Advanced Statistical Methods - K-Means Clustering/002 Country-clusters.ipynb | 3.31 KB |
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| 38 - Advanced Statistical Methods - K-Means Clustering/003 A-Simple-Example-of-Clustering-Solution.ipynb | 4.65 KB |
| 38 - Advanced Statistical Methods - K-Means Clustering/003 Countries-exercise.csv | 8.27 KB |
| 38 - Advanced Statistical Methods - K-Means Clustering/004 Categorical-data-with-comments.ipynb | 5.62 KB |
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| 38 - Advanced Statistical Methods - K-Means Clustering/004 Clustering Categorical Data.mp4 | 10.35 MB |
| 38 - Advanced Statistical Methods - K-Means Clustering/004 Clustering Categorical Data_en.srt | 4.00 KB |
| 38 - Advanced Statistical Methods - K-Means Clustering/005 Categorical.csv | 10.34 KB |
| 38 - Advanced Statistical Methods - K-Means Clustering/005 Clustering Categorical Data - Exercise.html | 87 B |
| 38 - Advanced Statistical Methods - K-Means Clustering/005 Clustering-Categorical-Data-Exercise.ipynb | 3.78 KB |
| 38 - Advanced Statistical Methods - K-Means Clustering/005 Clustering-Categorical-Data-Solution.ipynb | 4.90 KB |
| 38 - Advanced Statistical Methods - K-Means Clustering/006 How to Choose the Number of Clusters.mp4 | 26.87 MB |
| 38 - Advanced Statistical Methods - K-Means Clustering/006 How to Choose the Number of Clusters_en.srt | 9.08 KB |
| 38 - Advanced Statistical Methods - K-Means Clustering/006 Selecting-the-number-of-clusters-with-comments.ipynb | 7.48 KB |
| 38 - Advanced Statistical Methods - K-Means Clustering/006 Selecting-the-number-of-clusters.ipynb | 4.53 KB |
| 38 - Advanced Statistical Methods - K-Means Clustering/007 Countries-exercise.csv | 8.27 KB |
| 38 - Advanced Statistical Methods - K-Means Clustering/007 How to Choose the Number of Clusters - Exercise.html | 87 B |
| 38 - Advanced Statistical Methods - K-Means Clustering/007 How-to-Choose-the-Number-of-Clusters-Exercise.ipynb | 5.55 KB |
| 38 - Advanced Statistical Methods - K-Means Clustering/007 How-to-Choose-the-Number-of-Clusters-Solution.ipynb | 8.49 KB |
| 38 - Advanced Statistical Methods - K-Means Clustering/008 Pros and Cons of K-Means Clustering.mp4 | 11.12 MB |
| 38 - Advanced Statistical Methods - K-Means Clustering/008 Pros and Cons of K-Means Clustering_en.srt | 5.49 KB |
| 38 - Advanced Statistical Methods - K-Means Clustering/009 To Standardize or not to Standardize.mp4 | 10.92 MB |
| 38 - Advanced Statistical Methods - K-Means Clustering/009 To Standardize or not to Standardize_en.srt | 7.55 KB |
| 38 - Advanced Statistical Methods - K-Means Clustering/010 Relationship between Clustering and Regression.mp4 | 3.51 MB |
| 38 - Advanced Statistical Methods - K-Means Clustering/010 Relationship between Clustering and Regression_en.srt | 2.73 KB |
| 38 - Advanced Statistical Methods - K-Means Clustering/011 3.12.Example.csv | 283 B |
| 38 - Advanced Statistical Methods - K-Means Clustering/011 Market Segmentation with Cluster Analysis (Part 1).mp4 | 28.09 MB |
| 38 - Advanced Statistical Methods - K-Means Clustering/011 Market Segmentation with Cluster Analysis (Part 1)_en.srt | 9.06 KB |
| 38 - Advanced Statistical Methods - K-Means Clustering/011 Market-segmentation-example-with-comments.ipynb | 5.90 KB |
| 38 - Advanced Statistical Methods - K-Means Clustering/011 Market-segmentation-example.ipynb | 3.80 KB |
| 38 - Advanced Statistical Methods - K-Means Clustering/012 Market Segmentation with Cluster Analysis (Part 2).mp4 | 34.09 MB |
| 38 - Advanced Statistical Methods - K-Means Clustering/012 Market Segmentation with Cluster Analysis (Part 2)_en.srt | 10.97 KB |
| 38 - Advanced Statistical Methods - K-Means Clustering/012 Market-segmentation-example-Part2-with-comments.ipynb | 6.81 KB |
| 38 - Advanced Statistical Methods - K-Means Clustering/012 Market-segmentation-example-Part2.ipynb | 4.68 KB |
| 38 - Advanced Statistical Methods - K-Means Clustering/013 How is Clustering Useful.mp4 | 37.48 MB |
| 38 - Advanced Statistical Methods - K-Means Clustering/013 How is Clustering Useful_en.srt | 8.08 KB |
| 38 - Advanced Statistical Methods - K-Means Clustering/014 EXERCISE Species Segmentation with Cluster Analysis (Part 1).html | 87 B |
| 38 - Advanced Statistical Methods - K-Means Clustering/014 Species-Segmentation-with-Cluster-Analysis-Part-1-Exercise.ipynb | 4.46 KB |
| 38 - Advanced Statistical Methods - K-Means Clustering/014 Species-Segmentation-with-Cluster-Analysis-Part-1-Solution.ipynb | 7.35 KB |
| 38 - Advanced Statistical Methods - K-Means Clustering/014 iris-dataset.csv | 2.40 KB |
| 38 - Advanced Statistical Methods - K-Means Clustering/015 EXERCISE Species Segmentation with Cluster Analysis (Part 2).html | 87 B |
| 38 - Advanced Statistical Methods - K-Means Clustering/015 Species-Segmentation-with-Cluster-Analysis-Part-2-Exercise.ipynb | 10.74 KB |
| 38 - Advanced Statistical Methods - K-Means Clustering/015 Species-Segmentation-with-Cluster-Analysis-Part-2-Solution.ipynb | 15.30 KB |
| 38 - Advanced Statistical Methods - K-Means Clustering/015 iris-dataset.csv | 2.40 KB |
| 38 - Advanced Statistical Methods - K-Means Clustering/015 iris-with-answers.csv | 3.63 KB |
| 39 - Advanced Statistical Methods - Other Types of Clustering/001 Types of Clustering.mp4 | 9.01 MB |
| 39 - Advanced Statistical Methods - Other Types of Clustering/001 Types of Clustering_en.srt | 6.08 KB |
| 39 - Advanced Statistical Methods - Other Types of Clustering/002 Dendrogram.mp4 | 18.30 MB |
| 39 - Advanced Statistical Methods - Other Types of Clustering/002 Dendrogram_en.srt | 9.11 KB |
| 39 - Advanced Statistical Methods - Other Types of Clustering/003 Country-clusters-standardized.csv | 244 B |
| 39 - Advanced Statistical Methods - Other Types of Clustering/003 Heatmaps-with-comments.ipynb | 17.66 KB |
| 39 - Advanced Statistical Methods - Other Types of Clustering/003 Heatmaps.ipynb | 1.82 KB |
| 39 - Advanced Statistical Methods - Other Types of Clustering/003 Heatmaps.mp4 | 25.71 MB |
| 39 - Advanced Statistical Methods - Other Types of Clustering/003 Heatmaps_en.srt | 7.41 KB |
| 40 - Part 6 Mathematics/001 What is a Matrix.mp4 | 11.94 MB |
| 40 - Part 6 Mathematics/001 What is a Matrix_en.srt | 5.54 KB |
| 40 - Part 6 Mathematics/002 Scalars and Vectors.mp4 | 8.53 MB |
| 40 - Part 6 Mathematics/002 Scalars and Vectors_en.srt | 4.83 KB |
| 40 - Part 6 Mathematics/003 Linear Algebra and Geometry.mp4 | 13.73 MB |
| 40 - Part 6 Mathematics/003 Linear Algebra and Geometry_en.srt | 4.94 KB |
| 40 - Part 6 Mathematics/004 Arrays in Python - A Convenient Way To Represent Matrices.mp4 | 18.98 MB |
| 40 - Part 6 Mathematics/004 Arrays in Python - A Convenient Way To Represent Matrices_en.srt | 7.44 KB |
| 40 - Part 6 Mathematics/004 Scalars-Vectors-and-Matrices.ipynb | 4.55 KB |
| 40 - Part 6 Mathematics/005 Tensors.ipynb | 2.08 KB |
| 40 - Part 6 Mathematics/005 What is a Tensor.mp4 | 15.53 MB |
| 40 - Part 6 Mathematics/005 What is a Tensor_en.srt | 4.55 KB |
| 40 - Part 6 Mathematics/006 Adding-and-subtracting-matrices.ipynb | 3.22 KB |
| 40 - Part 6 Mathematics/006 Addition and Subtraction of Matrices.mp4 | 22.10 MB |
| 40 - Part 6 Mathematics/006 Addition and Subtraction of Matrices_en.srt | 5.12 KB |
| 40 - Part 6 Mathematics/007 Errors when Adding Matrices.mp4 | 5.78 MB |
| 40 - Part 6 Mathematics/007 Errors when Adding Matrices_en.srt | 3.21 KB |
| 40 - Part 6 Mathematics/007 Errors-when-adding-scalars-vectors-and-matrices-in-Python.ipynb | 3.17 KB |
| 40 - Part 6 Mathematics/008 Tranpose-of-a-matrix.ipynb | 2.89 KB |
| 40 - Part 6 Mathematics/008 Transpose of a Matrix.mp4 | 20.49 MB |
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| 40 - Part 6 Mathematics/009 Dot Product.mp4 | 12.84 MB |
| 40 - Part 6 Mathematics/009 Dot Product_en.srt | 5.21 KB |
| 40 - Part 6 Mathematics/009 Dot-product.ipynb | 2.13 KB |
| 40 - Part 6 Mathematics/010 Dot Product of Matrices.mp4 | 34.32 MB |
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| 40 - Part 6 Mathematics/010 Dot-product-Part-2.ipynb | 3.60 KB |
| 40 - Part 6 Mathematics/011 Why is Linear Algebra Useful.mp4 | 88.42 MB |
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| 41 - Part 7 Deep Learning/001 What to Expect from this Part.mp4 | 11.73 MB |
| 41 - Part 7 Deep Learning/001 What to Expect from this Part_en.srt | 5.79 KB |
| 42 - Deep Learning - Introduction to Neural Networks/001 Course-Notes-Section-2.pdf | 578.08 KB |
| 42 - Deep Learning - Introduction to Neural Networks/001 Introduction to Neural Networks.mp4 | 10.49 MB |
| 42 - Deep Learning - Introduction to Neural Networks/001 Introduction to Neural Networks_en.srt | 7.48 KB |
| 42 - Deep Learning - Introduction to Neural Networks/002 Course-Notes-Section-2.pdf | 578.08 KB |
| 42 - Deep Learning - Introduction to Neural Networks/002 Training the Model.mp4 | 7.71 MB |
| 42 - Deep Learning - Introduction to Neural Networks/002 Training the Model_en.srt | 5.71 KB |
| 42 - Deep Learning - Introduction to Neural Networks/003 Types of Machine Learning.mp4 | 13.05 MB |
| 42 - Deep Learning - Introduction to Neural Networks/003 Types of Machine Learning_en.srt | 6.54 KB |
| 42 - Deep Learning - Introduction to Neural Networks/004 The Linear Model (Linear Algebraic Version).mp4 | 7.98 MB |
| 42 - Deep Learning - Introduction to Neural Networks/004 The Linear Model (Linear Algebraic Version)_en.srt | 4.40 KB |
| 42 - Deep Learning - Introduction to Neural Networks/005 The Linear Model with Multiple Inputs.mp4 | 7.91 MB |
| 42 - Deep Learning - Introduction to Neural Networks/005 The Linear Model with Multiple Inputs_en.srt | 3.35 KB |
| 42 - Deep Learning - Introduction to Neural Networks/006 The Linear model with Multiple Inputs and Multiple Outputs.mp4 | 16.66 MB |
| 42 - Deep Learning - Introduction to Neural Networks/006 The Linear model with Multiple Inputs and Multiple Outputs_en.srt | 5.78 KB |
| 42 - Deep Learning - Introduction to Neural Networks/007 Graphical Representation of Simple Neural Networks.mp4 | 7.78 MB |
| 42 - Deep Learning - Introduction to Neural Networks/007 Graphical Representation of Simple Neural Networks_en.srt | 3.21 KB |
| 42 - Deep Learning - Introduction to Neural Networks/008 What is the Objective Function.mp4 | 6.18 MB |
| 42 - Deep Learning - Introduction to Neural Networks/008 What is the Objective Function_en.srt | 2.71 KB |
| 42 - Deep Learning - Introduction to Neural Networks/009 Common Objective Functions L2-norm Loss.mp4 | 5.47 MB |
| 42 - Deep Learning - Introduction to Neural Networks/009 Common Objective Functions L2-norm Loss_en.srt | 3.51 KB |
| 42 - Deep Learning - Introduction to Neural Networks/010 Common Objective Functions Cross-Entropy Loss.mp4 | 9.84 MB |
| 42 - Deep Learning - Introduction to Neural Networks/010 Common Objective Functions Cross-Entropy Loss_en.srt | 6.45 KB |
| 42 - Deep Learning - Introduction to Neural Networks/011 GD-function-example.xlsx | 42.33 KB |
| 42 - Deep Learning - Introduction to Neural Networks/011 Optimization Algorithm 1-Parameter Gradient Descent.mp4 | 23.59 MB |
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| 42 - Deep Learning - Introduction to Neural Networks/012 Optimization Algorithm n-Parameter Gradient Descent.mp4 | 16.83 MB |
| 42 - Deep Learning - Introduction to Neural Networks/012 Optimization Algorithm n-Parameter Gradient Descent_en.srt | 9.31 KB |
| 42 - Deep Learning - Introduction to Neural Networks/[CourseClub.Me].url | 122 B |
| 42 - Deep Learning - Introduction to Neural Networks/[GigaCourse.Com].url | 49 B |
| 43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/001 Basic NN Example (Part 1).mp4 | 9.34 MB |
| 43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/001 Basic NN Example (Part 1)_en.srt | 5.41 KB |
| 43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/001 Minimal-example-Part-1.ipynb | 1.19 KB |
| 43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/001 Shortcuts-for-Jupyter.pdf | 619.17 KB |
| 43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/002 Basic NN Example (Part 2).mp4 | 15.23 MB |
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| 43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/002 Minimal-example-Part-2.ipynb | 3.65 KB |
| 43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/003 Basic NN Example (Part 3).mp4 | 15.65 MB |
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| 43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/003 Minimal-example-Part-3.ipynb | 6.79 KB |
| 43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/004 Basic NN Example (Part 4).mp4 | 39.99 MB |
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| 43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/005 Basic NN Example Exercises.html | 1.65 KB |
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| 44 - Deep Learning - TensorFlow 2.0 Introduction/001 How to Install TensorFlow 2.0.mp4 | 27.32 MB |
| 44 - Deep Learning - TensorFlow 2.0 Introduction/001 How to Install TensorFlow 2.0_en.srt | 7.91 KB |
| 44 - Deep Learning - TensorFlow 2.0 Introduction/001 Shortcuts-for-Jupyter.pdf | 619.17 KB |
| 44 - Deep Learning - TensorFlow 2.0 Introduction/002 TensorFlow Outline and Comparison with Other Libraries.mp4 | 15.28 MB |
| 44 - Deep Learning - TensorFlow 2.0 Introduction/002 TensorFlow Outline and Comparison with Other Libraries_en.srt | 6.56 KB |
| 44 - Deep Learning - TensorFlow 2.0 Introduction/003 TensorFlow 1 vs TensorFlow 2.mp4 | 15.32 MB |
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| 44 - Deep Learning - TensorFlow 2.0 Introduction/004 A Note on TensorFlow 2 Syntax.mp4 | 4.63 MB |
| 44 - Deep Learning - TensorFlow 2.0 Introduction/004 A Note on TensorFlow 2 Syntax_en.srt | 1.68 KB |
| 44 - Deep Learning - TensorFlow 2.0 Introduction/005 TensorFlow-Minimal-example-Part1.ipynb | 1.66 KB |
| 44 - Deep Learning - TensorFlow 2.0 Introduction/005 Types of File Formats Supporting TensorFlow.mp4 | 8.86 MB |
| 44 - Deep Learning - TensorFlow 2.0 Introduction/005 Types of File Formats Supporting TensorFlow_en.srt | 4.14 KB |
| 44 - Deep Learning - TensorFlow 2.0 Introduction/006 Outlining the Model with TensorFlow 2.mp4 | 26.94 MB |
| 44 - Deep Learning - TensorFlow 2.0 Introduction/006 Outlining the Model with TensorFlow 2_en.srt | 10.16 KB |
| 44 - Deep Learning - TensorFlow 2.0 Introduction/006 TensorFlow-Minimal-example-Part2.ipynb | 9.06 KB |
| 44 - Deep Learning - TensorFlow 2.0 Introduction/007 Interpreting the Result and Extracting the Weights and Bias.mp4 | 25.96 MB |
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| 44 - Deep Learning - TensorFlow 2.0 Introduction/007 TensorFlow-Minimal-example-Part3.ipynb | 76.52 KB |
| 44 - Deep Learning - TensorFlow 2.0 Introduction/008 Customizing a TensorFlow 2 Model.mp4 | 16.71 MB |
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| 45 - Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/001 Course-Notes-Section-6.pdf | 936.42 KB |
| 45 - Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/001 What is a Layer.mp4 | 5.17 MB |
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| 45 - Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/002 What is a Deep Net.mp4 | 9.12 MB |
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| 45 - Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/003 Digging into a Deep Net.mp4 | 23.70 MB |
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| 45 - Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/004 Non-Linearities and their Purpose.mp4 | 22.57 MB |
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| 45 - Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/007 Backpropagation.mp4 | 20.35 MB |
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| 45 - Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/008 Backpropagation Picture.mp4 | 8.06 MB |
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| 45 - Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/009 Backpropagation - A Peek into the Mathematics of Optimization.html | 539 B |
| 45 - Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/009 Backpropagation-a-peek-into-the-Mathematics-of-Optimization.pdf | 182.38 KB |
| 46 - Deep Learning - Overfitting/001 What is Overfitting.mp4 | 10.81 MB |
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| 46 - Deep Learning - Overfitting/002 Underfitting and Overfitting for Classification.mp4 | 14.00 MB |
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| 46 - Deep Learning - Overfitting/003 What is Validation.mp4 | 8.38 MB |
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| 46 - Deep Learning - Overfitting/004 Training, Validation, and Test Datasets.mp4 | 9.40 MB |
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| 46 - Deep Learning - Overfitting/006 Early Stopping or When to Stop Training.mp4 | 10.29 MB |
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| 47 - Deep Learning - Initialization/001 What is Initialization.mp4 | 12.85 MB |
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| 47 - Deep Learning - Initialization/002 Types of Simple Initializations.mp4 | 5.73 MB |
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| 47 - Deep Learning - Initialization/003 State-of-the-Art Method - (Xavier) Glorot Initialization.mp4 | 5.46 MB |
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| 48 - Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/001 Stochastic Gradient Descent.mp4 | 9.67 MB |
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| 48 - Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/002 Problems with Gradient Descent.mp4 | 3.65 MB |
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| 48 - Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/003 Momentum.mp4 | 5.18 MB |
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| 48 - Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/004 Learning Rate Schedules, or How to Choose the Optimal Learning Rate_en.srt | 7.59 KB |
| 48 - Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/005 Learning Rate Schedules Visualized.mp4 | 8.00 MB |
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| 49 - Deep Learning - Preprocessing/001 Preprocessing Introduction.mp4 | 9.23 MB |
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| 49 - Deep Learning - Preprocessing/002 Types of Basic Preprocessing.mp4 | 3.24 MB |
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| 49 - Deep Learning - Preprocessing/003 Standardization.mp4 | 12.07 MB |
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| 49 - Deep Learning - Preprocessing/004 Preprocessing Categorical Data.mp4 | 5.44 MB |
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| 49 - Deep Learning - Preprocessing/005 Binary and One-Hot Encoding.mp4 | 23.94 MB |
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| 49 - Deep Learning - Preprocessing/[CourseClub.Me].url | 122 B |
| 49 - Deep Learning - Preprocessing/[GigaCourse.Com].url | 49 B |
| 50 - Deep Learning - Classifying on the MNIST Dataset/001 MNIST The Dataset.mp4 | 4.53 MB |
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| 50 - Deep Learning - Classifying on the MNIST Dataset/002 MNIST How to Tackle the MNIST.mp4 | 7.95 MB |
| 50 - Deep Learning - Classifying on the MNIST Dataset/002 MNIST How to Tackle the MNIST_en.srt | 4.34 KB |
| 50 - Deep Learning - Classifying on the MNIST Dataset/003 MNIST Importing the Relevant Packages and Loading the Data.mp4 | 12.24 MB |
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| 50 - Deep Learning - Classifying on the MNIST Dataset/003 TensorFlow-MNIST-Part1-with-comments.ipynb | 3.97 KB |
| 50 - Deep Learning - Classifying on the MNIST Dataset/004 MNIST Preprocess the Data - Create a Validation Set and Scale It.mp4 | 22.90 MB |
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| 50 - Deep Learning - Classifying on the MNIST Dataset/005 MNIST Preprocess the Data - Scale the Test Data - Exercise.html | 79 B |
| 50 - Deep Learning - Classifying on the MNIST Dataset/005 TensorFlow-MNIST-Part2-with-comments.ipynb | 6.39 KB |
| 50 - Deep Learning - Classifying on the MNIST Dataset/006 MNIST Preprocess the Data - Shuffle and Batch.mp4 | 32.69 MB |
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| 50 - Deep Learning - Classifying on the MNIST Dataset/007 MNIST Preprocess the Data - Shuffle and Batch - Exercise.html | 79 B |
| 50 - Deep Learning - Classifying on the MNIST Dataset/007 TensorFlow-MNIST-Part3-with-comments.ipynb | 8.61 KB |
| 50 - Deep Learning - Classifying on the MNIST Dataset/008 MNIST Outline the Model.mp4 | 22.08 MB |
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| 50 - Deep Learning - Classifying on the MNIST Dataset/008 TensorFlow-MNIST-Part4-with-comments.ipynb | 10.49 KB |
| 50 - Deep Learning - Classifying on the MNIST Dataset/009 MNIST Select the Loss and the Optimizer.mp4 | 10.63 MB |
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| 50 - Deep Learning - Classifying on the MNIST Dataset/009 TensorFlow-MNIST-Part5-with-comments.ipynb | 10.99 KB |
| 50 - Deep Learning - Classifying on the MNIST Dataset/010 MNIST Learning.mp4 | 30.99 MB |
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| 50 - Deep Learning - Classifying on the MNIST Dataset/010 TensorFlow-MNIST-Part6-with-comments.ipynb | 12.54 KB |
| 50 - Deep Learning - Classifying on the MNIST Dataset/011 1.TensorFlow-MNIST-Width-Solution.ipynb | 14.84 KB |
| 50 - Deep Learning - Classifying on the MNIST Dataset/011 2.TensorFlow-MNIST-Depth-Solution.ipynb | 15.31 KB |
| 50 - Deep Learning - Classifying on the MNIST Dataset/011 3.TensorFlow-MNIST-Width-and-Depth-Solution.ipynb | 15.30 KB |
| 50 - Deep Learning - Classifying on the MNIST Dataset/011 4.TensorFlow-MNIST-Activation-functions-Part-1-Solution.ipynb | 15.11 KB |
| 50 - Deep Learning - Classifying on the MNIST Dataset/011 5.TensorFlow-MNIST-Activation-functions-Part-2-Solution.ipynb | 14.74 KB |
| 50 - Deep Learning - Classifying on the MNIST Dataset/011 6.TensorFlow-MNIST-Batch-size-Part-1-Solution.ipynb | 15.12 KB |
| 50 - Deep Learning - Classifying on the MNIST Dataset/011 7.TensorFlow-MNIST-Batch-size-Part-2-Solution.ipynb | 15.18 KB |
| 50 - Deep Learning - Classifying on the MNIST Dataset/011 8.TensorFlow-MNIST-Learning-rate-Part-1-Solution.ipynb | 20.58 KB |
| 50 - Deep Learning - Classifying on the MNIST Dataset/011 9.TensorFlow-MNIST-Learning-rate-Part-2-Solution.ipynb | 15.80 KB |
| 50 - Deep Learning - Classifying on the MNIST Dataset/011 MNIST - Exercises.html | 1.98 KB |
| 50 - Deep Learning - Classifying on the MNIST Dataset/011 TensorFlow-MNIST-All-Exercises.ipynb | 16.65 KB |
| 50 - Deep Learning - Classifying on the MNIST Dataset/011 TensorFlow-MNIST-around-98-percent-accuracy.ipynb | 15.02 KB |
| 50 - Deep Learning - Classifying on the MNIST Dataset/012 MNIST Testing the Model.mp4 | 22.61 MB |
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| 50 - Deep Learning - Classifying on the MNIST Dataset/012 TensorFlow-MNIST-complete-with-comments.ipynb | 14.51 KB |
| 50 - Deep Learning - Classifying on the MNIST Dataset/012 TensorFlow-MNIST-complete.ipynb | 6.78 KB |
| 51 - Deep Learning - Business Case Example/001 Audiobooks-data.csv | 710.77 KB |
| 51 - Deep Learning - Business Case Example/001 Business Case Exploring the Dataset and Identifying Predictors.mp4 | 51.28 MB |
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| 51 - Deep Learning - Business Case Example/002 Business Case Outlining the Solution.mp4 | 3.05 MB |
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| 51 - Deep Learning - Business Case Example/003 Business Case Balancing the Dataset.mp4 | 27.31 MB |
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| 51 - Deep Learning - Business Case Example/004 Business Case Preprocessing the Data.mp4 | 73.86 MB |
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| 51 - Deep Learning - Business Case Example/004 TensorFlow-Audiobooks-Preprocessing-with-comments.ipynb | 11.19 KB |
| 51 - Deep Learning - Business Case Example/004 TensorFlow-Audiobooks-Preprocessing.ipynb | 5.58 KB |
| 51 - Deep Learning - Business Case Example/005 Business Case Preprocessing the Data - Exercise.html | 370 B |
| 51 - Deep Learning - Business Case Example/005 TensorFlow-Audiobooks-Preprocessing-Exercise-Solution.ipynb | 10.04 KB |
| 51 - Deep Learning - Business Case Example/005 TensorFlow-Audiobooks-Preprocessing-Exercise.ipynb | 8.60 KB |
| 51 - Deep Learning - Business Case Example/006 Business Case Load the Preprocessed Data.mp4 | 13.83 MB |
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| 51 - Deep Learning - Business Case Example/007 Business Case Load the Preprocessed Data - Exercise.html | 79 B |
| 51 - Deep Learning - Business Case Example/007 TensorFlow-Audiobooks-Machine-Learning-Part1-with-comments.ipynb | 4.61 KB |
| 51 - Deep Learning - Business Case Example/008 Business Case Learning and Interpreting the Result.mp4 | 27.77 MB |
| 51 - Deep Learning - Business Case Example/008 Business Case Learning and Interpreting the Result_en.srt | 7.65 KB |
| 51 - Deep Learning - Business Case Example/008 TensorFlow-Audiobooks-Machine-Learning-Part2-with-comments.ipynb | 19.69 KB |
| 51 - Deep Learning - Business Case Example/009 Business Case Setting an Early Stopping Mechanism.mp4 | 43.75 MB |
| 51 - Deep Learning - Business Case Example/009 Business Case Setting an Early Stopping Mechanism_en.srt | 9.72 KB |
| 51 - Deep Learning - Business Case Example/009 TensorFlow-Audiobooks-Machine-Learning-Part3-with-comments.ipynb | 10.06 KB |
| 51 - Deep Learning - Business Case Example/010 Setting an Early Stopping Mechanism - Exercise.html | 192 B |
| 51 - Deep Learning - Business Case Example/011 Business Case Testing the Model.mp4 | 8.18 MB |
| 51 - Deep Learning - Business Case Example/011 Business Case Testing the Model_en.srt | 2.56 KB |
| 51 - Deep Learning - Business Case Example/011 TensorFlow-Audiobooks-Machine-Learning-with-comments.ipynb | 11.95 KB |
| 51 - Deep Learning - Business Case Example/012 Business Case Final Exercise.html | 433 B |
| 51 - Deep Learning - Business Case Example/012 TensorFlow-Audiobooks-Machine-Learning-with-comments.ipynb | 11.95 KB |
| 52 - Deep Learning - Conclusion/001 Summary on What You've Learned.mp4 | 9.86 MB |
| 52 - Deep Learning - Conclusion/001 Summary on What You've Learned_en.srt | 6.50 KB |
| 52 - Deep Learning - Conclusion/002 What's Further out there in terms of Machine Learning.mp4 | 4.79 MB |
| 52 - Deep Learning - Conclusion/002 What's Further out there in terms of Machine Learning_en.srt | 3.19 KB |
| 52 - Deep Learning - Conclusion/003 DeepMind and Deep Learning.html | 1.04 KB |
| 52 - Deep Learning - Conclusion/004 An overview of CNNs.mp4 | 13.38 MB |
| 52 - Deep Learning - Conclusion/004 An overview of CNNs_en.srt | 7.52 KB |
| 52 - Deep Learning - Conclusion/005 An Overview of RNNs.mp4 | 6.97 MB |
| 52 - Deep Learning - Conclusion/005 An Overview of RNNs_en.srt | 4.72 KB |
| 52 - Deep Learning - Conclusion/006 An Overview of non-NN Approaches.mp4 | 16.08 MB |
| 52 - Deep Learning - Conclusion/006 An Overview of non-NN Approaches_en.srt | 6.88 KB |
| 53 - Appendix Deep Learning - TensorFlow 1 Introduction/001 READ ME!!!!.html | 564 B |
| 53 - Appendix Deep Learning - TensorFlow 1 Introduction/002 How to Install TensorFlow 1.mp4 | 5.00 MB |
| 53 - Appendix Deep Learning - TensorFlow 1 Introduction/002 How to Install TensorFlow 1_en.srt | 4.06 KB |
| 53 - Appendix Deep Learning - TensorFlow 1 Introduction/003 A Note on Installing Packages in Anaconda.html | 2.28 KB |
| 53 - Appendix Deep Learning - TensorFlow 1 Introduction/004 TensorFlow Intro.mp4 | 16.88 MB |
| 53 - Appendix Deep Learning - TensorFlow 1 Introduction/004 TensorFlow Intro_en.srt | 6.34 KB |
| 53 - Appendix Deep Learning - TensorFlow 1 Introduction/005 Actual Introduction to TensorFlow.mp4 | 9.15 MB |
| 53 - Appendix Deep Learning - TensorFlow 1 Introduction/005 Actual Introduction to TensorFlow_en.srt | 2.78 KB |
| 53 - Appendix Deep Learning - TensorFlow 1 Introduction/005 Shortcuts-for-Jupyter.pdf | 619.17 KB |
| 53 - Appendix Deep Learning - TensorFlow 1 Introduction/006 5.3.TensorFlow-Minimal-example-Part-1.ipynb | 3.36 KB |
| 53 - Appendix Deep Learning - TensorFlow 1 Introduction/006 Types of File Formats, supporting Tensors.mp4 | 8.89 MB |
| 53 - Appendix Deep Learning - TensorFlow 1 Introduction/006 Types of File Formats, supporting Tensors_en.srt | 4.12 KB |
| 53 - Appendix Deep Learning - TensorFlow 1 Introduction/007 5.4.TensorFlow-Minimal-example-Part-2.ipynb | 6.17 KB |
| 53 - Appendix Deep Learning - TensorFlow 1 Introduction/007 Basic NN Example with TF Inputs, Outputs, Targets, Weights, Biases.mp4 | 17.70 MB |
| 53 - Appendix Deep Learning - TensorFlow 1 Introduction/007 Basic NN Example with TF Inputs, Outputs, Targets, Weights, Biases_en.srt | 9.65 KB |
| 53 - Appendix Deep Learning - TensorFlow 1 Introduction/008 5.5.TensorFlow-Minimal-example-Part-3.ipynb | 8.65 KB |
| 53 - Appendix Deep Learning - TensorFlow 1 Introduction/008 Basic NN Example with TF Loss Function and Gradient Descent.mp4 | 15.70 MB |
| 53 - Appendix Deep Learning - TensorFlow 1 Introduction/008 Basic NN Example with TF Loss Function and Gradient Descent_en.srt | 5.83 KB |
| 53 - Appendix Deep Learning - TensorFlow 1 Introduction/009 5.6.TensorFlow-Minimal-example-complete.ipynb | 12.15 KB |
| 53 - Appendix Deep Learning - TensorFlow 1 Introduction/009 Basic NN Example with TF Model Output.mp4 | 19.14 MB |
| 53 - Appendix Deep Learning - TensorFlow 1 Introduction/009 Basic NN Example with TF Model Output_en.srt | 9.46 KB |
| 53 - Appendix Deep Learning - TensorFlow 1 Introduction/010 Basic NN Example with TF Exercises.html | 1.58 KB |
| 53 - Appendix Deep Learning - TensorFlow 1 Introduction/010 TensorFlow-Minimal-Example-All-Exercises.ipynb | 13.97 KB |
| 53 - Appendix Deep Learning - TensorFlow 1 Introduction/010 TensorFlow-Minimal-Example-Exercise-1-Solution.ipynb | 23.63 KB |
| 53 - Appendix Deep Learning - TensorFlow 1 Introduction/010 TensorFlow-Minimal-Example-Exercise-2-1-Solution.ipynb | 25.54 KB |
| 53 - Appendix Deep Learning - TensorFlow 1 Introduction/010 TensorFlow-Minimal-Example-Exercise-2-2-Solution.ipynb | 25.51 KB |
| 53 - Appendix Deep Learning - TensorFlow 1 Introduction/010 TensorFlow-Minimal-Example-Exercise-2-3-Solution.ipynb | 49.96 KB |
| 53 - Appendix Deep Learning - TensorFlow 1 Introduction/010 TensorFlow-Minimal-Example-Exercise-2-4-Solution.ipynb | 21.75 KB |
| 53 - Appendix Deep Learning - TensorFlow 1 Introduction/010 TensorFlow-Minimal-Example-Exercise-3-Solution.ipynb | 26.71 KB |
| 53 - Appendix Deep Learning - TensorFlow 1 Introduction/010 TensorFlow-Minimal-Example-Exercise-4-Solution.ipynb | 26.98 KB |
| 54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/001 MNIST What is the MNIST Dataset.mp4 | 4.80 MB |
| 54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/001 MNIST What is the MNIST Dataset_en.srt | 4.30 KB |
| 54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/002 MNIST How to Tackle the MNIST.mp4 | 6.49 MB |
| 54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/002 MNIST How to Tackle the MNIST_en.srt | 4.62 KB |
| 54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/003 12.3.TensorFlow-MNIST-with-comments-Part-1.ipynb | 3.89 KB |
| 54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/003 MNIST Relevant Packages.mp4 | 11.26 MB |
| 54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/003 MNIST Relevant Packages_en.srt | 2.60 KB |
| 54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/004 12.4.TensorFlow-MNIST-with-comments-Part-2.ipynb | 6.10 KB |
| 54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/004 MNIST Model Outline.mp4 | 34.65 MB |
| 54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/004 MNIST Model Outline_en.srt | 11.08 KB |
| 54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/005 12.5.TensorFlow-MNIST-with-comments-Part-3.ipynb | 7.31 KB |
| 54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/005 MNIST Loss and Optimization Algorithm.mp4 | 15.77 MB |
| 54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/005 MNIST Loss and Optimization Algorithm_en.srt | 4.27 KB |
| 54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/006 12.6.TensorFlow-MNIST-with-comments-Part-4.ipynb | 7.90 KB |
| 54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/006 Calculating the Accuracy of the Model.mp4 | 24.45 MB |
| 54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/006 Calculating the Accuracy of the Model_en.srt | 6.34 KB |
| 54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/007 12.7.TensorFlow-MNIST-with-comments-Part-5.ipynb | 8.53 KB |
| 54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/007 MNIST Batching and Early Stopping.mp4 | 9.48 MB |
| 54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/007 MNIST Batching and Early Stopping_en.srt | 3.38 KB |
| 54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/008 12.8.TensorFlow-MNIST-with-comments-Part-6.ipynb | 11.50 KB |
| 54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/008 MNIST Learning.mp4 | 31.83 MB |
| 54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/008 MNIST Learning_en.srt | 12.64 KB |
| 54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/009 12.9.TensorFlow-MNIST-with-comments.ipynb | 13.03 KB |
| 54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/009 MNIST Results and Testing.mp4 | 45.47 MB |
| 54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/009 MNIST Results and Testing_en.srt | 9.85 KB |
| 54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/010 MNIST Exercises.html | 2.16 KB |
| 54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/010 TensorFlow-MNIST-Exercises-All.ipynb | 15.47 KB |
| 54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/011 0.TensorFlow-MNIST-take-note-of-time-Solution.ipynb | 14.00 KB |
| 54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/011 1.TensorFlow-MNIST-Width-Solution.ipynb | 14.01 KB |
| 54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/011 2.TensorFlow-MNIST-Depth-Solution.ipynb | 14.87 KB |
| 54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/011 3.TensorFlow-MNIST-Width-and-Depth-Solution.ipynb | 16.81 KB |
| 54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/011 4.TensorFlow-MNIST-Activation-functions-Part-1-Solution.ipynb | 14.35 KB |
| 54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/011 5.TensorFlow-MNIST-Activation-functions-Part-2-Solution.ipynb | 13.93 KB |
| 54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/011 6.TensorFlow-MNIST-Batch-size-Part-1-Solution.ipynb | 14.26 KB |
| 54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/011 7.TensorFlow-MNIST-Batch-size-Part-2-Solution.ipynb | 14.16 KB |
| 54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/011 8.TensorFlow-MNIST-Learning-rate-Part-1-Solution.ipynb | 14.07 KB |
| 54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/011 9.TensorFlow-MNIST-Learning-rate-Part-2-Solution.ipynb | 15.21 KB |
| 54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/011 MNIST Solutions.html | 2.22 KB |
| 54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/011 TensorFlow-MNIST-around-98-percent-accuracy.ipynb | 17.66 KB |
| 55 - Appendix Deep Learning - TensorFlow 1 Business Case/001 Audiobooks-data.csv | 710.77 KB |
| 55 - Appendix Deep Learning - TensorFlow 1 Business Case/001 Business Case Getting Acquainted with the Dataset.mp4 | 60.25 MB |
| 55 - Appendix Deep Learning - TensorFlow 1 Business Case/001 Business Case Getting Acquainted with the Dataset_en.srt | 13.24 KB |
| 55 - Appendix Deep Learning - TensorFlow 1 Business Case/002 Business Case Outlining the Solution.mp4 | 4.16 MB |
| 55 - Appendix Deep Learning - TensorFlow 1 Business Case/002 Business Case Outlining the Solution_en.srt | 3.13 KB |
| 55 - Appendix Deep Learning - TensorFlow 1 Business Case/003 Audiobooks-data.csv | 710.77 KB |
| 55 - Appendix Deep Learning - TensorFlow 1 Business Case/003 The Importance of Working with a Balanced Dataset.mp4 | 27.25 MB |
| 55 - Appendix Deep Learning - TensorFlow 1 Business Case/003 The Importance of Working with a Balanced Dataset_en.srt | 5.25 KB |
| 55 - Appendix Deep Learning - TensorFlow 1 Business Case/004 Audiobooks-data.csv | 710.77 KB |
| 55 - Appendix Deep Learning - TensorFlow 1 Business Case/004 Business Case Preprocessing.mp4 | 63.70 MB |
| 55 - Appendix Deep Learning - TensorFlow 1 Business Case/004 Business Case Preprocessing_en.srt | 16.35 KB |
| 55 - Appendix Deep Learning - TensorFlow 1 Business Case/004 TensorFlow-Audiobooks-Preprocessing-with-comments.ipynb | 11.19 KB |
| 55 - Appendix Deep Learning - TensorFlow 1 Business Case/004 TensorFlow-Audiobooks-Preprocessing.ipynb | 5.58 KB |
| 55 - Appendix Deep Learning - TensorFlow 1 Business Case/005 Audiobooks-data.csv | 710.77 KB |
| 55 - Appendix Deep Learning - TensorFlow 1 Business Case/005 Business Case Preprocessing Exercise.html | 379 B |
| 55 - Appendix Deep Learning - TensorFlow 1 Business Case/005 TensorFlow-Audiobooks-Preprocessing-Exercise-Solution.ipynb | 10.03 KB |
| 55 - Appendix Deep Learning - TensorFlow 1 Business Case/005 TensorFlow-Audiobooks-Preprocessing-Exercise.ipynb | 8.60 KB |
| 55 - Appendix Deep Learning - TensorFlow 1 Business Case/006 Creating a Data Provider.mp4 | 56.31 MB |
| 55 - Appendix Deep Learning - TensorFlow 1 Business Case/006 Creating a Data Provider_en.srt | 9.93 KB |
| 55 - Appendix Deep Learning - TensorFlow 1 Business Case/007 Business Case Model Outline.mp4 | 42.53 MB |
| 55 - Appendix Deep Learning - TensorFlow 1 Business Case/007 Business Case Model Outline_en.srt | 8.60 KB |
| 55 - Appendix Deep Learning - TensorFlow 1 Business Case/007 TensorFlow-Audiobooks-Outlining-the-model-with-comments.ipynb | 10.34 KB |
| 55 - Appendix Deep Learning - TensorFlow 1 Business Case/007 TensorFlow-Audiobooks-Outlining-the-model.ipynb | 9.36 KB |
| 55 - Appendix Deep Learning - TensorFlow 1 Business Case/008 Business Case Optimization.mp4 | 26.93 MB |
| 55 - Appendix Deep Learning - TensorFlow 1 Business Case/008 Business Case Optimization_en.srt | 8.32 KB |
| 55 - Appendix Deep Learning - TensorFlow 1 Business Case/008 TensorFlow-Audiobooks-optimizing-the-algorithm-with-comments.ipynb | 12.73 KB |
| 55 - Appendix Deep Learning - TensorFlow 1 Business Case/008 TensorFlow-Audiobooks-optimizing-the-algorithm.ipynb | 10.64 KB |
| 55 - Appendix Deep Learning - TensorFlow 1 Business Case/009 Business Case Interpretation.mp4 | 18.60 MB |
| 55 - Appendix Deep Learning - TensorFlow 1 Business Case/009 Business Case Interpretation_en.srt | 3.68 KB |
| 55 - Appendix Deep Learning - TensorFlow 1 Business Case/009 TensorFlow-Audiobooks-optimizing-the-algorithm-with-comments.ipynb | 12.73 KB |
| 55 - Appendix Deep Learning - TensorFlow 1 Business Case/009 TensorFlow-Audiobooks-optimizing-the-algorithm.ipynb | 10.64 KB |
| 55 - Appendix Deep Learning - TensorFlow 1 Business Case/010 Business Case Testing the Model.mp4 | 4.34 MB |
| 55 - Appendix Deep Learning - TensorFlow 1 Business Case/010 Business Case Testing the Model_en.srt | 3.22 KB |
| 55 - Appendix Deep Learning - TensorFlow 1 Business Case/011 Audiobooks-data.csv | 710.77 KB |
| 55 - Appendix Deep Learning - TensorFlow 1 Business Case/011 Business Case A Comment on the Homework.mp4 | 20.58 MB |
| 55 - Appendix Deep Learning - TensorFlow 1 Business Case/011 Business Case A Comment on the Homework_en.srt | 6.41 KB |
| 55 - Appendix Deep Learning - TensorFlow 1 Business Case/011 TensorFlow-Audiobooks-Machine-learning-Homework.ipynb | 14.40 KB |
| 55 - Appendix Deep Learning - TensorFlow 1 Business Case/011 TensorFlow-Audiobooks-Preprocessing-with-comments.ipynb | 11.19 KB |
| 55 - Appendix Deep Learning - TensorFlow 1 Business Case/012 Audiobooks-data.csv | 710.77 KB |
| 55 - Appendix Deep Learning - TensorFlow 1 Business Case/012 Business Case Final Exercise.html | 441 B |
| 55 - Appendix Deep Learning - TensorFlow 1 Business Case/012 TensorFlow-Audiobooks-Machine-learning-Homework.ipynb | 14.40 KB |
| 55 - Appendix Deep Learning - TensorFlow 1 Business Case/012 TensorFlow-Audiobooks-Preprocessing-with-comments.ipynb | 11.19 KB |
| 56 - Software Integration/001 What are Data, Servers, Clients, Requests, and Responses.mp4 | 19.51 MB |
| 56 - Software Integration/001 What are Data, Servers, Clients, Requests, and Responses_en.srt | 7.55 KB |
| 56 - Software Integration/002 What are Data Connectivity, APIs, and Endpoints.mp4 | 60.23 MB |
| 56 - Software Integration/002 What are Data Connectivity, APIs, and Endpoints_en.srt | 10.98 KB |
| 56 - Software Integration/003 Taking a Closer Look at APIs.mp4 | 67.06 MB |
| 56 - Software Integration/003 Taking a Closer Look at APIs_en.srt | 13.07 KB |
| 56 - Software Integration/004 Communication between Software Products through Text Files.mp4 | 21.87 MB |
| 56 - Software Integration/004 Communication between Software Products through Text Files_en.srt | 7.02 KB |
| 56 - Software Integration/005 Software Integration - Explained.mp4 | 42.94 MB |
| 56 - Software Integration/005 Software Integration - Explained_en.srt | 8.32 KB |
| 57 - Case Study - What's Next in the Course/001 Game Plan for this Python, SQL, and Tableau Business Exercise.mp4 | 19.67 MB |
| 57 - Case Study - What's Next in the Course/001 Game Plan for this Python, SQL, and Tableau Business Exercise_en.srt | 6.62 KB |
| 57 - Case Study - What's Next in the Course/002 The Business Task.mp4 | 8.35 MB |
| 57 - Case Study - What's Next in the Course/002 The Business Task_en.srt | 4.89 KB |
| 57 - Case Study - What's Next in the Course/003 Introducing the Data Set.mp4 | 24.24 MB |
| 57 - Case Study - What's Next in the Course/003 Introducing the Data Set_en.srt | 5.17 KB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/001 Absenteeism-data.csv | 32.05 KB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/001 What to Expect from the Following Sections.html | 2.43 KB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/001 data-preprocessing-homework.pdf | 134.47 KB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/001 df-preprocessed.csv | 29.11 KB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/002 Importing the Absenteeism Data in Python.mp4 | 19.53 MB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/002 Importing the Absenteeism Data in Python_en.srt | 4.84 KB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/003 Checking the Content of the Data Set.mp4 | 54.05 MB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/003 Checking the Content of the Data Set_en.srt | 8.53 KB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/004 Introduction to Terms with Multiple Meanings.mp4 | 18.00 MB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/004 Introduction to Terms with Multiple Meanings_en.srt | 5.14 KB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/005 What's Regression Analysis - a Quick Refresher.html | 2.80 KB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/006 Using a Statistical Approach towards the Solution to the Exercise.mp4 | 13.75 MB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/006 Using a Statistical Approach towards the Solution to the Exercise_en.srt | 3.59 KB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/007 Dropping a Column from a DataFrame in Python.mp4 | 41.25 MB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/007 Dropping a Column from a DataFrame in Python_en.srt | 9.97 KB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/008 EXERCISE - Dropping a Column from a DataFrame in Python.html | 864 B |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/009 SOLUTION - Dropping a Column from a DataFrame in Python.html | 114 B |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/010 Analyzing the Reasons for Absence.mp4 | 27.61 MB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/010 Analyzing the Reasons for Absence_en.srt | 7.20 KB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/011 Obtaining Dummies from a Single Feature.mp4 | 69.76 MB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/011 Obtaining Dummies from a Single Feature_en.srt | 12.67 KB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/012 EXERCISE - Obtaining Dummies from a Single Feature.html | 123 B |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/013 SOLUTION - Obtaining Dummies from a Single Feature.html | 117 B |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/014 Dropping a Dummy Variable from the Data Set.html | 2.31 KB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/015 More on Dummy Variables A Statistical Perspective.mp4 | 5.82 MB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/015 More on Dummy Variables A Statistical Perspective_en.srt | 2.02 KB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/016 Classifying the Various Reasons for Absence.mp4 | 59.20 MB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/016 Classifying the Various Reasons for Absence_en.srt | 12.70 KB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/017 Using .concat() in Python.mp4 | 27.33 MB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/017 Using .concat() in Python_en.srt | 6.19 KB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/018 EXERCISE - Using .concat() in Python.html | 189 B |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/019 SOLUTION - Using .concat() in Python.html | 143 B |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/020 Reordering Columns in a Pandas DataFrame in Python.mp4 | 9.99 MB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/020 Reordering Columns in a Pandas DataFrame in Python_en.srt | 2.22 KB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/021 EXERCISE - Reordering Columns in a Pandas DataFrame in Python.html | 161 B |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/022 SOLUTION - Reordering Columns in a Pandas DataFrame in Python.html | 478 B |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/023 Absenteeism-Exercise-Preprocessing-df-reason-mod.ipynb | 4.82 KB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/023 Creating Checkpoints while Coding in Jupyter.mp4 | 17.33 MB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/023 Creating Checkpoints while Coding in Jupyter_en.srt | 4.32 KB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/024 EXERCISE - Creating Checkpoints while Coding in Jupyter.html | 137 B |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/025 SOLUTION - Creating Checkpoints while Coding in Jupyter.html | 118 B |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/026 Analyzing the Dates from the Initial Data Set.mp4 | 40.13 MB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/026 Analyzing the Dates from the Initial Data Set_en.srt | 10.63 KB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/027 Extracting the Month Value from the Date Column.mp4 | 33.93 MB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/027 Extracting the Month Value from the Date Column_en.srt | 9.61 KB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/028 Extracting the Day of the Week from the Date Column.mp4 | 19.11 MB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/028 Extracting the Day of the Week from the Date Column_en.srt | 5.78 KB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/029 Absenteeism-Exercise-Preprocessing-ChP-df-date-reason-mod.ipynb | 7.33 KB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/029 Absenteeism-Exercise-Preprocessing-LECTURES.ipynb | 7.60 MB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/029 Absenteeism-Exercise-Removing-the-Date-Column-SOLUTION.ipynb | 8.33 KB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/029 EXERCISE - Removing the Date Column.html | 1.14 KB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/030 Analyzing Several Straightforward Columns for this Exercise.mp4 | 20.09 MB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/030 Analyzing Several Straightforward Columns for this Exercise_en.srt | 5.49 KB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/031 Working on Education, Children, and Pets.mp4 | 16.92 MB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/031 Working on Education, Children, and Pets_en.srt | 7.19 KB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/032 Absenteeism-Exercise-EXERCISES-and-SOLUTIONS.ipynb | 4.12 KB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/032 Absenteeism-Exercise-Preprocessing-df-preprocessed.ipynb | 8.51 KB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/032 Final Remarks of this Section.mp4 | 19.74 MB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/032 Final Remarks of this Section_en.srt | 3.20 KB |
| 58 - Case Study - Preprocessing the 'Absenteeism_data'/033 A Note on Exporting Your Data as a .csv File.html | 880 B |
| 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/001 Absenteeism-preprocessed.csv | 29.13 KB |
| 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/001 Exploring the Problem with a Machine Learning Mindset_en.srt | 5.79 KB |
| 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/002 Creating the Targets for the Logistic Regression_en.srt | 10.44 KB |
| 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/003 Selecting the Inputs for the Logistic Regression_en.srt | 4.31 KB |
| 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/004 Standardizing the Data.mp4 | 15.15 MB |
| 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/004 Standardizing the Data_en.srt | 5.12 KB |
| 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/005 Splitting the Data for Training and Testing.mp4 | 41.89 MB |
| 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/005 Splitting the Data for Training and Testing_en.srt | 10.31 KB |
| 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/006 Fitting the Model and Assessing its Accuracy.mp4 | 35.29 MB |
| 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/006 Fitting the Model and Assessing its Accuracy_en.srt | 8.76 KB |
| 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/007 Creating a Summary Table with the Coefficients and Intercept_en.srt | 7.53 KB |
| 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/008 Interpreting the Coefficients for Our Problem.mp4 | 24.77 MB |
| 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/008 Interpreting the Coefficients for Our Problem_en.srt | 10.32 KB |
| 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/009 Logistic-Regression-prior-to-Custom-Scaler.url | 182 B |
| 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/009 Standardizing only the Numerical Variables (Creating a Custom Scaler)_en.srt | 6.26 KB |
| 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/010 Interpreting the Coefficients of the Logistic Regression_en.srt | 8.96 KB |
| 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/011 Backward Elimination or How to Simplify Your Model_en.srt | 6.40 KB |
| 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/011 Logistic-Regression-prior-to-Backward-Elimination.url | 189 B |
| 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/012 Testing the Model We Created.mp4 | 31.60 MB |
| 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/012 Testing the Model We Created_en.srt | 7.81 KB |
| 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/013 Saving the Model and Preparing it for Deployment_en.srt | 6.89 KB |
| 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/014 ARTICLE - A Note on 'pickling'.html | 2.11 KB |
| 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/015 EXERCISE - Saving the Model (and Scaler).html | 284 B |
| 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/015 Logistic-Regression-with-Comments.url | 173 B |
| 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/015 Logistic-Regression.url | 159 B |
| 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/016 Preparing the Deployment of the Model through a Module_en.srt | 7.12 KB |
| 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/external-links.txt | 790 B |
| 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/temp/index_15185936.mpd | 63.27 KB |
| 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/temp/index_15251152.mpd | 63.79 KB |
| 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/temp/index_15251154.mpd | 38.07 KB |
| 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/temp/index_15251158.mpd | 56.43 KB |
| 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/temp/index_15251164.mpd | 54.67 KB |
| 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/temp/index_15251168.mpd | 39.25 KB |
| 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/temp/index_15251170.mpd | 65.29 KB |
| 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/temp/index_15256016.mpd | 59.29 KB |
| 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/temp/index_15293084.mpd | 56.77 KB |
| 60 - Case Study - Loading the 'absenteeism_module'/001 Absenteeism-Exercise-Integration.ipynb | 62.35 KB |
| 60 - Case Study - Loading the 'absenteeism_module'/001 Absenteeism-new-data.csv | 1.87 KB |
| 60 - Case Study - Loading the 'absenteeism_module'/001 Are You Sure You're All Set.html | 513 B |
| 60 - Case Study - Loading the 'absenteeism_module'/001 absenteeism-module.py | 6.62 KB |
| 60 - Case Study - Loading the 'absenteeism_module'/001 model | 1.01 KB |
| 60 - Case Study - Loading the 'absenteeism_module'/001 scaler | 1.86 KB |
| 60 - Case Study - Loading the 'absenteeism_module'/002 Deploying the 'absenteeism_module' - Part I.mp4 | 19.64 MB |
| 60 - Case Study - Loading the 'absenteeism_module'/002 Deploying the 'absenteeism_module' - Part I_en.srt | 5.95 KB |
| 60 - Case Study - Loading the 'absenteeism_module'/003 Deploying the 'absenteeism_module' - Part II.mp4 | 45.15 MB |
| 60 - Case Study - Loading the 'absenteeism_module'/003 Deploying the 'absenteeism_module' - Part II_en.srt | 9.66 KB |
| 60 - Case Study - Loading the 'absenteeism_module'/004 Absenteeism-Exercise-Deploying-the-absenteeism-module.ipynb | 973 B |
| 60 - Case Study - Loading the 'absenteeism_module'/004 Exporting the Obtained Data Set as a .csv.html | 964 B |
| 60 - Case Study - Loading the 'absenteeism_module'/[CourseClub.Me].url | 122 B |
| 60 - Case Study - Loading the 'absenteeism_module'/[GigaCourse.Com].url | 49 B |
| 61 - Case Study - Analyzing the Predicted Outputs in Tableau/001 Absenteeism-predictions.csv | 2.10 KB |
| 61 - Case Study - Analyzing the Predicted Outputs in Tableau/001 EXERCISE - Age vs Probability.html | 367 B |
| 61 - Case Study - Analyzing the Predicted Outputs in Tableau/002 Absenteeism-predictions.csv | 2.10 KB |
| 61 - Case Study - Analyzing the Predicted Outputs in Tableau/002 Analyzing Age vs Probability in Tableau.mp4 | 38.66 MB |
| 61 - Case Study - Analyzing the Predicted Outputs in Tableau/002 Analyzing Age vs Probability in Tableau_en.srt | 12.29 KB |
| 61 - Case Study - Analyzing the Predicted Outputs in Tableau/003 EXERCISE - Reasons vs Probability.html | 385 B |
| 61 - Case Study - Analyzing the Predicted Outputs in Tableau/004 Analyzing Reasons vs Probability in Tableau.mp4 | 40.24 MB |
| 61 - Case Study - Analyzing the Predicted Outputs in Tableau/004 Analyzing Reasons vs Probability in Tableau_en.srt | 11.52 KB |
| 61 - Case Study - Analyzing the Predicted Outputs in Tableau/005 EXERCISE - Transportation Expense vs Probability.html | 529 B |
| 61 - Case Study - Analyzing the Predicted Outputs in Tableau/006 Analyzing Transportation Expense vs Probability in Tableau.mp4 | 19.78 MB |
| 61 - Case Study - Analyzing the Predicted Outputs in Tableau/006 Analyzing Transportation Expense vs Probability in Tableau_en.srt | 9.23 KB |
| 62 - Appendix - Additional Python Tools/001 Additional-Python-Tools-Exercises.ipynb | 11.37 KB |
| 62 - Appendix - Additional Python Tools/001 Additional-Python-Tools-Lectures.ipynb | 13.47 KB |
| 62 - Appendix - Additional Python Tools/001 Additional-Python-Tools-Solutions.ipynb | 25.49 KB |
| 62 - Appendix - Additional Python Tools/001 Using the .format() Method.mp4 | 25.69 MB |
| 62 - Appendix - Additional Python Tools/001 Using the .format() Method_en.srt | 15.25 KB |
| 62 - Appendix - Additional Python Tools/002 Iterating Over Range Objects.mp4 | 12.62 MB |
| 62 - Appendix - Additional Python Tools/002 Iterating Over Range Objects_en.srt | 7.75 KB |
| 62 - Appendix - Additional Python Tools/003 Introduction to Nested For Loops.mp4 | 12.13 MB |
| 62 - Appendix - Additional Python Tools/003 Introduction to Nested For Loops_en.srt | 10.22 KB |
| 62 - Appendix - Additional Python Tools/004 Triple Nested For Loops.mp4 | 33.00 MB |
| 62 - Appendix - Additional Python Tools/004 Triple Nested For Loops_en.srt | 10.21 KB |
| 62 - Appendix - Additional Python Tools/005 List Comprehensions.mp4 | 43.20 MB |
| 62 - Appendix - Additional Python Tools/005 List Comprehensions_en.srt | 15.44 KB |
| 62 - Appendix - Additional Python Tools/006 Additional-Python-Tools-Exercises.ipynb | 11.37 KB |
| 62 - Appendix - Additional Python Tools/006 Additional-Python-Tools-Lectures.ipynb | 13.47 KB |
| 62 - Appendix - Additional Python Tools/006 Additional-Python-Tools-Solutions.ipynb | 25.49 KB |
| 62 - Appendix - Additional Python Tools/006 Anonymous (Lambda) Functions.mp4 | 30.34 MB |
| 62 - Appendix - Additional Python Tools/006 Anonymous (Lambda) Functions_en.srt | 12.60 KB |
| 63 - Appendix - pandas Fundamentals/001 Introduction to pandas Series.mp4 | 22.21 MB |
| 63 - Appendix - pandas Fundamentals/001 Introduction to pandas Series_en.srt | 13.06 KB |
| 63 - Appendix - pandas Fundamentals/001 Lending-company.csv | 112.43 KB |
| 63 - Appendix - pandas Fundamentals/001 Location.csv | 13.49 KB |
| 63 - Appendix - pandas Fundamentals/001 Region.csv | 10.22 KB |
| 63 - Appendix - pandas Fundamentals/001 Sales-products.csv | 152.28 KB |
| 63 - Appendix - pandas Fundamentals/001 pandas-Fundamentals-Exercises.ipynb | 30.96 KB |
| 63 - Appendix - pandas Fundamentals/001 pandas-Fundamentals-Lectures.ipynb | 21.31 KB |
| 63 - Appendix - pandas Fundamentals/001 pandas-Fundamentals-Solutions.ipynb | 118.35 KB |
| 63 - Appendix - pandas Fundamentals/002 Working with Methods in Python - Part I.mp4 | 19.55 MB |
| 63 - Appendix - pandas Fundamentals/002 Working with Methods in Python - Part I_en.srt | 8.64 KB |
| 63 - Appendix - pandas Fundamentals/003 Working with Methods in Python - Part II.mp4 | 9.00 MB |
| 63 - Appendix - pandas Fundamentals/003 Working with Methods in Python - Part II_en.srt | 4.73 KB |
| 63 - Appendix - pandas Fundamentals/004 Parameters and Arguments in pandas.mp4 | 21.14 MB |
| 63 - Appendix - pandas Fundamentals/004 Parameters and Arguments in pandas_en.srt | 6.88 KB |
| 63 - Appendix - pandas Fundamentals/005 Using .unique() and .nunique().mp4 | 24.29 MB |
| 63 - Appendix - pandas Fundamentals/005 Using .unique() and .nunique()_en.srt | 7.00 KB |
| 63 - Appendix - pandas Fundamentals/006 Using .sort_values().mp4 | 21.04 MB |
| 63 - Appendix - pandas Fundamentals/006 Using .sort_values()_en.srt | 6.62 KB |
| 63 - Appendix - pandas Fundamentals/007 Introduction to pandas DataFrames - Part I.mp4 | 10.61 MB |
| 63 - Appendix - pandas Fundamentals/007 Introduction to pandas DataFrames - Part I_en.srt | 8.80 KB |
| 63 - Appendix - pandas Fundamentals/008 Introduction to pandas DataFrames - Part II.mp4 | 17.83 MB |
| 63 - Appendix - pandas Fundamentals/008 Introduction to pandas DataFrames - Part II_en.srt | 9.62 KB |
| 63 - Appendix - pandas Fundamentals/009 pandas DataFrames - Common Attributes.mp4 | 29.79 MB |
| 63 - Appendix - pandas Fundamentals/009 pandas DataFrames - Common Attributes_en.srt | 7.84 KB |
| 63 - Appendix - pandas Fundamentals/010 Data Selection in pandas DataFrames.mp4 | 37.26 MB |
| 63 - Appendix - pandas Fundamentals/010 Data Selection in pandas DataFrames_en.srt | 12.70 KB |
| 63 - Appendix - pandas Fundamentals/011 pandas DataFrames - Indexing with .iloc[].mp4 | 32.22 MB |
| 63 - Appendix - pandas Fundamentals/011 pandas DataFrames - Indexing with .iloc[]_en.srt | 10.02 KB |
| 63 - Appendix - pandas Fundamentals/012 Lending-company.csv | 112.43 KB |
| 63 - Appendix - pandas Fundamentals/012 Location.csv | 13.49 KB |
| 63 - Appendix - pandas Fundamentals/012 Region.csv | 10.22 KB |
| 63 - Appendix - pandas Fundamentals/012 Sales-products.csv | 152.28 KB |
| 63 - Appendix - pandas Fundamentals/012 pandas DataFrames - Indexing with .loc[].mp4 | 20.69 MB |
| 63 - Appendix - pandas Fundamentals/012 pandas DataFrames - Indexing with .loc[]_en.srt | 6.68 KB |
| 63 - Appendix - pandas Fundamentals/012 pandas-Fundamentals-Exercises.ipynb | 30.96 KB |
| 63 - Appendix - pandas Fundamentals/012 pandas-Fundamentals-Lectures.ipynb | 21.31 KB |
| 63 - Appendix - pandas Fundamentals/012 pandas-Fundamentals-Solutions.ipynb | 118.35 KB |
| 64 - Appendix - Working with Text Files in Python/001 An Introduction to Working with Files in Python.mp4 | 12.03 MB |
| 64 - Appendix - Working with Text Files in Python/001 An Introduction to Working with Files in Python_en.srt | 7.12 KB |
| 64 - Appendix - Working with Text Files in Python/001 Common-Naming-Conventions.pdf | 643.80 KB |
| 64 - Appendix - Working with Text Files in Python/001 Section-Resources-Working-with-Text-Files.url | 97 B |
| 64 - Appendix - Working with Text Files in Python/001 Working-with-Text-Files-Lectures.ipynb | 27.58 KB |
| 64 - Appendix - Working with Text Files in Python/002 File vs File Object, Reading vs Parsing Data.mp4 | 9.42 MB |
| 64 - Appendix - Working with Text Files in Python/002 File vs File Object, Reading vs Parsing Data_en.srt | 5.06 KB |
| 64 - Appendix - Working with Text Files in Python/003 Structured, Semi-Structured and Unstructured Data.mp4 | 11.07 MB |
| 64 - Appendix - Working with Text Files in Python/003 Structured, Semi-Structured and Unstructured Data_en.srt | 6.03 KB |
| 64 - Appendix - Working with Text Files in Python/004 Text Files and Data Connectivity.mp4 | 10.81 MB |
| 64 - Appendix - Working with Text Files in Python/004 Text Files and Data Connectivity_en.srt | 5.67 KB |
| 64 - Appendix - Working with Text Files in Python/005 Importing Data in Python - Principles.mp4 | 16.72 MB |
| 64 - Appendix - Working with Text Files in Python/005 Importing Data in Python - Principles_en.srt | 9.05 KB |
| 64 - Appendix - Working with Text Files in Python/006 Plain Text Files, Flat Files and More.mp4 | 13.16 MB |
| 64 - Appendix - Working with Text Files in Python/006 Plain Text Files, Flat Files and More_en.srt | 8.25 KB |
| 64 - Appendix - Working with Text Files in Python/007 Text Files of Fixed Width.mp4 | 4.83 MB |
| 64 - Appendix - Working with Text Files in Python/007 Text Files of Fixed Width_en.srt | 2.73 KB |
| 64 - Appendix - Working with Text Files in Python/008 Common Naming Conventions.mp4 | 8.21 MB |
| 64 - Appendix - Working with Text Files in Python/008 Common Naming Conventions_en.srt | 7.05 KB |
| 64 - Appendix - Working with Text Files in Python/008 Common-Naming-Conventions.pdf | 643.80 KB |
| 64 - Appendix - Working with Text Files in Python/009 Importing Text Files - open().mp4 | 28.19 MB |
| 64 - Appendix - Working with Text Files in Python/009 Importing Text Files - open()_en.srt | 16.28 KB |
| 64 - Appendix - Working with Text Files in Python/009 Importing-Text-Files-in-Python-open.ipynb | 2.15 KB |
| 64 - Appendix - Working with Text Files in Python/009 source.txt | 39 B |
| 64 - Appendix - Working with Text Files in Python/010 Importing Text Files - with open().mp4 | 26.26 MB |
| 64 - Appendix - Working with Text Files in Python/010 Importing Text Files - with open()_en.srt | 8.93 KB |
| 64 - Appendix - Working with Text Files in Python/010 Importing-Text-Files-in-Python-with-open.ipynb | 2.47 KB |
| 64 - Appendix - Working with Text Files in Python/010 source.txt | 39 B |
| 64 - Appendix - Working with Text Files in Python/011 Importing .csv Files - Part I.mp4 | 49.87 MB |
| 64 - Appendix - Working with Text Files in Python/011 Importing .csv Files - Part I_en.srt | 10.63 KB |
| 64 - Appendix - Working with Text Files in Python/011 Importing.csv-Files-with-pandas-Part-I.ipynb | 1.56 KB |
| 64 - Appendix - Working with Text Files in Python/011 Lending-company-single-column-data.csv | 114.47 KB |
| 64 - Appendix - Working with Text Files in Python/011 Lending-company.csv | 112.43 KB |
| 64 - Appendix - Working with Text Files in Python/012 Importing .csv Files - Part II.mp4 | 10.92 MB |
| 64 - Appendix - Working with Text Files in Python/012 Importing .csv Files - Part II_en.srt | 4.56 KB |
| 64 - Appendix - Working with Text Files in Python/013 Importing .csv Files - Part III.mp4 | 75.01 MB |
| 64 - Appendix - Working with Text Files in Python/013 Importing .csv Files - Part III_en.srt | 11.12 KB |
| 64 - Appendix - Working with Text Files in Python/014 Importing Data with index_col.mp4 | 11.63 MB |
| 64 - Appendix - Working with Text Files in Python/014 Importing Data with index_col_en.srt | 4.82 KB |
| 64 - Appendix - Working with Text Files in Python/015 Importing Data with .loadtxt() and .genfromtxt().mp4 | 56.33 MB |
| 64 - Appendix - Working with Text Files in Python/015 Importing Data with .loadtxt() and .genfromtxt()_en.srt | 17.76 KB |
| 64 - Appendix - Working with Text Files in Python/015 Importing-Text-Data-with-NumPy-Complete.ipynb | 11.57 KB |
| 64 - Appendix - Working with Text Files in Python/015 Importing-Text-Data-with-NumPy-Template.ipynb | 2.27 KB |
| 64 - Appendix - Working with Text Files in Python/015 Lending-Company-Numeric-Data-NAN.csv | 28.64 KB |
| 64 - Appendix - Working with Text Files in Python/015 Lending-Company-Numeric-Data.csv | 29.54 KB |
| 64 - Appendix - Working with Text Files in Python/016 Importing Data - Partial Cleaning While Importing Data.mp4 | 43.91 MB |
| 64 - Appendix - Working with Text Files in Python/016 Importing Data - Partial Cleaning While Importing Data_en.srt | 11.69 KB |
| 64 - Appendix - Working with Text Files in Python/017 Importing Data with NumPy - Exercise.html | 308 B |
| 64 - Appendix - Working with Text Files in Python/017 Importing-Text-Data-DSc-Exercise.ipynb | 4.18 KB |
| 64 - Appendix - Working with Text Files in Python/017 Importing-Text-Data-DSc-Solution.ipynb | 24.39 KB |
| 64 - Appendix - Working with Text Files in Python/018 Importing Data from .json Files.mp4 | 81.95 MB |
| 64 - Appendix - Working with Text Files in Python/018 Importing Data from .json Files_en.srt | 9.08 KB |
| 64 - Appendix - Working with Text Files in Python/018 Lending-company.json | 213.54 KB |
| 64 - Appendix - Working with Text Files in Python/019 An Introduction to Working with Excel Files in Python.mp4 | 42.98 MB |
| 64 - Appendix - Working with Text Files in Python/019 An Introduction to Working with Excel Files in Python_en.srt | 6.64 KB |
| 64 - Appendix - Working with Text Files in Python/020 Lending-company.xlsx | 93.06 KB |
| 64 - Appendix - Working with Text Files in Python/020 Working with Excel (.xlsx) Data.mp4 | 14.41 MB |
| 64 - Appendix - Working with Text Files in Python/020 Working with Excel (.xlsx) Data_en.srt | 3.35 KB |
| 64 - Appendix - Working with Text Files in Python/021 Importing Data in Python - an Important Exercise.mp4 | 43.01 MB |
| 64 - Appendix - Working with Text Files in Python/021 Importing Data in Python - an Important Exercise_en.srt | 10.00 KB |
| 64 - Appendix - Working with Text Files in Python/022 Customer-Gender.csv | 7.45 KB |
| 64 - Appendix - Working with Text Files in Python/022 Importing Data with the .squeeze() Method.mp4 | 22.42 MB |
| 64 - Appendix - Working with Text Files in Python/022 Importing Data with the .squeeze() Method_en.srt | 5.50 KB |
| 64 - Appendix - Working with Text Files in Python/022 Importing-Data-with-the-pandas-Squeeze-Method.ipynb | 20.15 KB |
| 64 - Appendix - Working with Text Files in Python/023 Importing Files in Jupyter.mp4 | 19.57 MB |
| 64 - Appendix - Working with Text Files in Python/023 Importing Files in Jupyter_en.srt | 5.79 KB |
| 64 - Appendix - Working with Text Files in Python/024 Saving Your Data with pandas.mp4 | 21.06 MB |
| 64 - Appendix - Working with Text Files in Python/024 Saving Your Data with pandas_en.srt | 5.77 KB |
| 64 - Appendix - Working with Text Files in Python/025 Lending-Company-Saving.csv | 58.40 KB |
| 64 - Appendix - Working with Text Files in Python/025 Saving Your Data with NumPy - Part I - .npy.mp4 | 18.91 MB |
| 64 - Appendix - Working with Text Files in Python/025 Saving Your Data with NumPy - Part I - .npy_en.srt | 9.10 KB |
| 64 - Appendix - Working with Text Files in Python/025 Saving-Data-NP-Complete.ipynb | 9.83 KB |
| 64 - Appendix - Working with Text Files in Python/025 Saving-Data-NP-Template.ipynb | 3.17 KB |
| 64 - Appendix - Working with Text Files in Python/026 Saving Your Data with NumPy - Part II - .npz.mp4 | 23.26 MB |
| 64 - Appendix - Working with Text Files in Python/026 Saving Your Data with NumPy - Part II - .npz_en.srt | 7.99 KB |
| 64 - Appendix - Working with Text Files in Python/027 Saving Your Data with NumPy - Part III - .csv.mp4 | 20.83 MB |
| 64 - Appendix - Working with Text Files in Python/027 Saving Your Data with NumPy - Part III - .csv_en.srt | 6.46 KB |
| 64 - Appendix - Working with Text Files in Python/028 Saving Data with Numpy - Exercise.html | 260 B |
| 64 - Appendix - Working with Text Files in Python/028 Saving-Data-NP-Exercise.ipynb | 6.00 KB |
| 64 - Appendix - Working with Text Files in Python/028 Saving-Data-NP-Solution.ipynb | 13.42 KB |
| 64 - Appendix - Working with Text Files in Python/029 Working with Text Files in Python - Conclusion.mp4 | 2.11 MB |
| 64 - Appendix - Working with Text Files in Python/029 Working with Text Files in Python - Conclusion_en.srt | 1.34 KB |
| 64 - Appendix - Working with Text Files in Python/029 Working-with-Text-Files-Lectures.ipynb | 27.58 KB |
| 64 - Appendix - Working with Text Files in Python/external-links.txt | 124 B |
| 65 - Bonus Lecture/001 365-Data-Science-Data-Science-Interview-Questions-Guide.pdf | 15.56 MB |
| 65 - Bonus Lecture/001 Bonus Lecture Next Steps.html | 3.10 KB |
| [CourseClub.Me].url | 122 B |
| [GigaCourse.Com].url | 49 B |
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