[GigaCourse.Com] Udemy - 2022 Python for Machine Learning & Data Science Masterclass

File Name:[GigaCourse.Com] Udemy - 2022 Python for Machine Learning & Data Science Masterclass

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0. Websites you may like/[CourseClub.Me].url	122 B
0. Websites you may like/[GigaCourse.Com].url	49 B
01 - Introduction to Course/001 Welcome to the Course_.html	1.64 KB
01 - Introduction to Course/002 COURSE OVERVIEW LECTURE - PLEASE DO NOT SKIP_.mp4	7.22 MB
01 - Introduction to Course/002 COURSE OVERVIEW LECTURE - PLEASE DO NOT SKIP___en.srt	7.16 KB
01 - Introduction to Course/003 Anaconda Python and Jupyter Install and Setup.mp4	84.53 MB
01 - Introduction to Course/003 Anaconda Python and Jupyter Install and Setup__en.srt	21.55 KB
01 - Introduction to Course/004 Note on Environment Setup - Please read me_.html	857 B
01 - Introduction to Course/005 Environment Setup.mp4	35.71 MB
01 - Introduction to Course/005 Environment Setup__en.srt	14.49 KB
01 - Introduction to Course/28813464-requirements.txt	221 B
01 - Introduction to Course/33985574-UNZIP-FOR-NOTEBOOKS-FINAL.zip	67.11 MB
01 - Introduction to Course/33985614-UNZIP-FOR-NOTEBOOKS-FINAL.zip	67.11 MB
01 - Introduction to Course/external-assets-links.txt	132 B
02 - OPTIONAL_ Python Crash Course/001 OPTIONAL_ Python Crash Course.html	472 B
02 - OPTIONAL_ Python Crash Course/002 Python Crash Course - Part One.mp4	29.74 MB
02 - OPTIONAL_ Python Crash Course/002 Python Crash Course - Part One__en.srt	24.63 KB
02 - OPTIONAL_ Python Crash Course/003 Python Crash Course - Part Two.mp4	57.63 MB
02 - OPTIONAL_ Python Crash Course/003 Python Crash Course - Part Two__en.srt	18.03 KB
02 - OPTIONAL_ Python Crash Course/004 Python Crash Course - Part Three.mp4	32.01 MB
02 - OPTIONAL_ Python Crash Course/004 Python Crash Course - Part Three__en.srt	16.58 KB
02 - OPTIONAL_ Python Crash Course/005 Python Crash Course - Exercise Questions.mp4	3.41 MB
02 - OPTIONAL_ Python Crash Course/005 Python Crash Course - Exercise Questions__en.srt	2.54 KB
02 - OPTIONAL_ Python Crash Course/006 Python Crash Course - Exercise Solutions.mp4	48.70 MB
02 - OPTIONAL_ Python Crash Course/006 Python Crash Course - Exercise Solutions__en.srt	13.43 KB
03 - Machine Learning Pathway Overview/001 Machine Learning Pathway.mp4	14.10 MB
03 - Machine Learning Pathway Overview/001 Machine Learning Pathway__en.srt	15.79 KB
04 - NumPy/001 Introduction to NumPy.mp4	3.37 MB
04 - NumPy/001 Introduction to NumPy__en.srt	3.01 KB
04 - NumPy/002 NumPy Arrays.mp4	99.45 MB
04 - NumPy/002 NumPy Arrays__en.srt	31.91 KB
04 - NumPy/003 NumPy Indexing and Selection.mp4	39.63 MB
04 - NumPy/003 NumPy Indexing and Selection__en.srt	16.22 KB
04 - NumPy/004 NumPy Operations.mp4	36.06 MB
04 - NumPy/004 NumPy Operations__en.srt	12.05 KB
04 - NumPy/005 NumPy Exercises.mp4	9.64 MB
04 - NumPy/005 NumPy Exercises__en.srt	2.07 KB
04 - NumPy/006 Numpy Exercises - Solutions.mp4	34.88 MB
04 - NumPy/006 Numpy Exercises - Solutions__en.srt	10.87 KB
05 - Pandas/001 Introduction to Pandas.mp4	6.70 MB
05 - Pandas/001 Introduction to Pandas__en.srt	7.24 KB
05 - Pandas/002 Series - Part One.mp4	28.62 MB
05 - Pandas/002 Series - Part One__en.srt	13.39 KB
05 - Pandas/003 Series - Part Two.mp4	26.12 MB
05 - Pandas/003 Series - Part Two__en.srt	15.38 KB
05 - Pandas/004 DataFrames - Part One - Creating a DataFrame.mp4	97.48 MB
05 - Pandas/004 DataFrames - Part One - Creating a DataFrame__en.srt	29.00 KB
05 - Pandas/005 DataFrames - Part Two - Basic Properties.mp4	40.28 MB
05 - Pandas/005 DataFrames - Part Two - Basic Properties__en.srt	13.28 KB
05 - Pandas/006 DataFrames - Part Three - Working with Columns.mp4	84.08 MB
05 - Pandas/006 DataFrames - Part Three - Working with Columns__en.srt	20.61 KB
05 - Pandas/007 DataFrames - Part Four - Working with Rows.mp4	72.59 MB
05 - Pandas/007 DataFrames - Part Four - Working with Rows__en.srt	21.09 KB
05 - Pandas/008 Pandas - Conditional Filtering.mp4	69.21 MB
05 - Pandas/008 Pandas - Conditional Filtering__en.srt	27.14 KB
05 - Pandas/009 Pandas - Useful Methods - Apply on Single Column.mp4	53.72 MB
05 - Pandas/009 Pandas - Useful Methods - Apply on Single Column__en.srt	20.23 KB
05 - Pandas/010 Pandas - Useful Methods - Apply on Multiple Columns.mp4	85.32 MB
05 - Pandas/010 Pandas - Useful Methods - Apply on Multiple Columns__en.srt	25.93 KB
05 - Pandas/011 Pandas - Useful Methods - Statistical Information and Sorting.mp4	74.37 MB
05 - Pandas/011 Pandas - Useful Methods - Statistical Information and Sorting__en.srt	23.40 KB
05 - Pandas/012 Missing Data - Overview.mp4	27.24 MB
05 - Pandas/012 Missing Data - Overview__en.srt	18.36 KB
05 - Pandas/013 Missing Data - Pandas Operations.mp4	73.60 MB
05 - Pandas/013 Missing Data - Pandas Operations__en.srt	27.41 KB
05 - Pandas/014 GroupBy Operations - Part One.mp4	86.96 MB
05 - Pandas/014 GroupBy Operations - Part One__en.srt	21.41 KB
05 - Pandas/015 GroupBy Operations - Part Two - MultiIndex.mp4	92.86 MB
05 - Pandas/015 GroupBy Operations - Part Two - MultiIndex__en.srt	20.86 KB
05 - Pandas/016 Combining DataFrames - Concatenation.mp4	36.84 MB
05 - Pandas/016 Combining DataFrames - Concatenation__en.srt	15.02 KB
05 - Pandas/017 Combining DataFrames - Inner Merge.mp4	40.27 MB
05 - Pandas/017 Combining DataFrames - Inner Merge__en.srt	18.52 KB
05 - Pandas/018 Combining DataFrames - Left and Right Merge.mp4	16.40 MB
05 - Pandas/018 Combining DataFrames - Left and Right Merge__en.srt	9.10 KB
05 - Pandas/019 Combining DataFrames - Outer Merge.mp4	22.17 MB
05 - Pandas/019 Combining DataFrames - Outer Merge__en.srt	14.57 KB
05 - Pandas/020 Pandas - Text Methods for String Data.mp4	45.12 MB
05 - Pandas/020 Pandas - Text Methods for String Data__en.srt	23.95 KB
05 - Pandas/021 Pandas - Time Methods for Date and Time Data.mp4	80.19 MB
05 - Pandas/021 Pandas - Time Methods for Date and Time Data__en.srt	31.72 KB
05 - Pandas/022 Pandas Input and Output - CSV Files.mp4	37.15 MB
05 - Pandas/022 Pandas Input and Output - CSV Files__en.srt	16.60 KB
05 - Pandas/023 Pandas Input and Output - HTML Tables.mp4	102.34 MB
05 - Pandas/023 Pandas Input and Output - HTML Tables__en.srt	22.36 KB
05 - Pandas/024 Pandas Input and Output - Excel Files.mp4	25.87 MB
05 - Pandas/024 Pandas Input and Output - Excel Files__en.srt	10.88 KB
05 - Pandas/025 Pandas Input and Output - SQL Databases.mp4	95.98 MB
05 - Pandas/025 Pandas Input and Output - SQL Databases__en.srt	29.43 KB
05 - Pandas/026 Pandas Pivot Tables.mp4	129.09 MB
05 - Pandas/026 Pandas Pivot Tables__en.srt	32.18 KB
05 - Pandas/027 Pandas Project Exercise Overview.mp4	39.43 MB
05 - Pandas/027 Pandas Project Exercise Overview__en.srt	9.59 KB
05 - Pandas/028 Pandas Project Exercise Solutions.mp4	172.55 MB
05 - Pandas/028 Pandas Project Exercise Solutions__en.srt	38.77 KB
06 - Matplotlib/001 Introduction to Matplotlib.mp4	6.55 MB
06 - Matplotlib/001 Introduction to Matplotlib__en.srt	6.72 KB
06 - Matplotlib/002 Matplotlib Basics.mp4	31.07 MB
06 - Matplotlib/002 Matplotlib Basics__en.srt	19.64 KB
06 - Matplotlib/003 Matplotlib - Understanding the Figure Object.mp4	11.70 MB
06 - Matplotlib/003 Matplotlib - Understanding the Figure Object__en.srt	11.55 KB
06 - Matplotlib/004 Matplotlib - Implementing Figures and Axes.mp4	34.86 MB
06 - Matplotlib/004 Matplotlib - Implementing Figures and Axes__en.srt	20.97 KB
06 - Matplotlib/005 Matplotlib - Figure Parameters.mp4	13.06 MB
06 - Matplotlib/005 Matplotlib - Figure Parameters__en.srt	7.65 KB
06 - Matplotlib/006 Matplotlib - Subplots Functionality.mp4	96.57 MB
06 - Matplotlib/006 Matplotlib - Subplots Functionality__en.srt	28.63 KB
06 - Matplotlib/007 Matplotlib Styling - Legends.mp4	16.19 MB
06 - Matplotlib/007 Matplotlib Styling - Legends__en.srt	10.36 KB
06 - Matplotlib/008 Matplotlib Styling - Colors and Styles.mp4	44.27 MB
06 - Matplotlib/008 Matplotlib Styling - Colors and Styles__en.srt	21.04 KB
06 - Matplotlib/009 Advanced Matplotlib Commands (Optional).mp4	25.19 MB
06 - Matplotlib/009 Advanced Matplotlib Commands (Optional)__en.srt	6.49 KB
06 - Matplotlib/010 Matplotlib Exercise Questions Overview.mp4	48.99 MB
06 - Matplotlib/010 Matplotlib Exercise Questions Overview__en.srt	9.33 KB
06 - Matplotlib/011 Matplotlib Exercise Questions - Solutions.mp4	105.86 MB
06 - Matplotlib/011 Matplotlib Exercise Questions - Solutions__en.srt	24.53 KB
07 - Seaborn Data Visualizations/001 Introduction to Seaborn.mp4	5.74 MB
07 - Seaborn Data Visualizations/001 Introduction to Seaborn__en.srt	6.51 KB
07 - Seaborn Data Visualizations/002 Scatterplots with Seaborn.mp4	111.30 MB
07 - Seaborn Data Visualizations/002 Scatterplots with Seaborn__en.srt	29.72 KB
07 - Seaborn Data Visualizations/003 Distribution Plots - Part One - Understanding Plot Types.mp4	15.03 MB
07 - Seaborn Data Visualizations/003 Distribution Plots - Part One - Understanding Plot Types__en.srt	15.00 KB
07 - Seaborn Data Visualizations/004 Distribution Plots - Part Two - Coding with Seaborn.mp4	59.21 MB
07 - Seaborn Data Visualizations/004 Distribution Plots - Part Two - Coding with Seaborn__en.srt	24.79 KB
07 - Seaborn Data Visualizations/005 Categorical Plots - Statistics within Categories - Understanding Plot Types.mp4	15.98 MB
07 - Seaborn Data Visualizations/005 Categorical Plots - Statistics within Categories - Understanding Plot Types__en.srt	8.80 KB
07 - Seaborn Data Visualizations/006 Categorical Plots - Statistics within Categories - Coding with Seaborn.mp4	51.65 MB
07 - Seaborn Data Visualizations/006 Categorical Plots - Statistics within Categories - Coding with Seaborn__en.srt	14.61 KB
07 - Seaborn Data Visualizations/007 Categorical Plots - Distributions within Categories - Understanding Plot Types.mp4	44.96 MB
07 - Seaborn Data Visualizations/007 Categorical Plots - Distributions within Categories - Understanding Plot Types__en.srt	20.10 KB
07 - Seaborn Data Visualizations/008 Categorical Plots - Distributions within Categories - Coding with Seaborn.mp4	84.57 MB
07 - Seaborn Data Visualizations/008 Categorical Plots - Distributions within Categories - Coding with Seaborn__en.srt	28.26 KB
07 - Seaborn Data Visualizations/009 Seaborn - Comparison Plots - Understanding the Plot Types.mp4	10.57 MB
07 - Seaborn Data Visualizations/009 Seaborn - Comparison Plots - Understanding the Plot Types__en.srt	8.74 KB
07 - Seaborn Data Visualizations/010 Seaborn - Comparison Plots - Coding with Seaborn.mp4	51.16 MB
07 - Seaborn Data Visualizations/010 Seaborn - Comparison Plots - Coding with Seaborn__en.srt	15.71 KB
07 - Seaborn Data Visualizations/011 Seaborn Grid Plots.mp4	87.01 MB
07 - Seaborn Data Visualizations/011 Seaborn Grid Plots__en.srt	20.50 KB
07 - Seaborn Data Visualizations/012 Seaborn - Matrix Plots.mp4	61.47 MB
07 - Seaborn Data Visualizations/012 Seaborn - Matrix Plots__en.srt	21.09 KB
07 - Seaborn Data Visualizations/013 Seaborn Plot Exercises Overview.mp4	47.88 MB
07 - Seaborn Data Visualizations/013 Seaborn Plot Exercises Overview__en.srt	11.26 KB
07 - Seaborn Data Visualizations/014 Seaborn Plot Exercises Solutions.mp4	105.72 MB
07 - Seaborn Data Visualizations/014 Seaborn Plot Exercises Solutions__en.srt	22.39 KB
08 - Data Analysis and Visualization Capstone Project Exercise/001 Capstone Project Overview.mp4	31.11 MB
08 - Data Analysis and Visualization Capstone Project Exercise/001 Capstone Project Overview__en.srt	20.60 KB
08 - Data Analysis and Visualization Capstone Project Exercise/002 Capstone Project Solutions - Part One.mp4	110.61 MB
08 - Data Analysis and Visualization Capstone Project Exercise/002 Capstone Project Solutions - Part One__en.srt	26.84 KB
08 - Data Analysis and Visualization Capstone Project Exercise/003 Capstone Project Solutions - Part Two.mp4	106.18 MB
08 - Data Analysis and Visualization Capstone Project Exercise/003 Capstone Project Solutions - Part Two__en.srt	23.48 KB
08 - Data Analysis and Visualization Capstone Project Exercise/004 Capstone Project Solutions - Part Three.mp4	137.39 MB
08 - Data Analysis and Visualization Capstone Project Exercise/004 Capstone Project Solutions - Part Three__en.srt	30.88 KB
09 - Machine Learning Concepts Overview/001 Introduction to Machine Learning Overview Section.mp4	13.17 MB
09 - Machine Learning Concepts Overview/001 Introduction to Machine Learning Overview Section__en.srt	8.58 KB
09 - Machine Learning Concepts Overview/002 Why Machine Learning_.mp4	21.04 MB
09 - Machine Learning Concepts Overview/002 Why Machine Learning___en.srt	14.66 KB
09 - Machine Learning Concepts Overview/003 Types of Machine Learning Algorithms.mp4	18.08 MB
09 - Machine Learning Concepts Overview/003 Types of Machine Learning Algorithms__en.srt	11.63 KB
09 - Machine Learning Concepts Overview/004 Supervised Machine Learning Process.mp4	33.53 MB
09 - Machine Learning Concepts Overview/004 Supervised Machine Learning Process__en.srt	19.77 KB
09 - Machine Learning Concepts Overview/005 Companion Book - Introduction to Statistical Learning.mp4	5.11 MB
09 - Machine Learning Concepts Overview/005 Companion Book - Introduction to Statistical Learning__en.srt	4.66 KB
10 - Linear Regression/0. Websites you may like/[CourseClub.Me].url	122 B
10 - Linear Regression/0. Websites you may like/[GigaCourse.Com].url	49 B
10 - Linear Regression/001 Introduction to Linear Regression Section.mp4	2.58 MB
10 - Linear Regression/001 Introduction to Linear Regression Section__en.srt	2.68 KB
10 - Linear Regression/002 Linear Regression - Algorithm History.mp4	54.82 MB
10 - Linear Regression/002 Linear Regression - Algorithm History__en.srt	13.09 KB
10 - Linear Regression/003 Linear Regression - Understanding Ordinary Least Squares.mp4	86.37 MB
10 - Linear Regression/003 Linear Regression - Understanding Ordinary Least Squares__en.srt	22.53 KB
10 - Linear Regression/004 Linear Regression - Cost Functions.mp4	16.63 MB
10 - Linear Regression/004 Linear Regression - Cost Functions__en.srt	11.46 KB
10 - Linear Regression/005 Linear Regression - Gradient Descent.mp4	29.21 MB
10 - Linear Regression/005 Linear Regression - Gradient Descent__en.srt	16.73 KB
10 - Linear Regression/006 Python coding Simple Linear Regression.mp4	70.14 MB
10 - Linear Regression/006 Python coding Simple Linear Regression__en.srt	28.14 KB
10 - Linear Regression/007 Overview of Scikit-Learn and Python.mp4	31.44 MB
10 - Linear Regression/007 Overview of Scikit-Learn and Python__en.srt	10.14 KB
10 - Linear Regression/007 Overview of Scikit-Learn and Python_en.vtt	10.96 KB
10 - Linear Regression/008 Linear Regression - Scikit-Learn Train Test Split.mp4	61.42 MB
10 - Linear Regression/008 Linear Regression - Scikit-Learn Train Test Split__en.srt	23.78 KB
10 - Linear Regression/009 Linear Regression - Scikit-Learn Performance Evaluation - Regression.mp4	53.40 MB
10 - Linear Regression/009 Linear Regression - Scikit-Learn Performance Evaluation - Regression__en.srt	23.00 KB
10 - Linear Regression/010 Linear Regression - Residual Plots.mp4	44.02 MB
10 - Linear Regression/010 Linear Regression - Residual Plots__en.srt	20.22 KB
10 - Linear Regression/011 Linear Regression - Model Deployment and Coefficient Interpretation.mp4	81.14 MB
10 - Linear Regression/011 Linear Regression - Model Deployment and Coefficient Interpretation__en.srt	25.62 KB
10 - Linear Regression/012 Polynomial Regression - Theory and Motivation.mp4	22.25 MB
10 - Linear Regression/012 Polynomial Regression - Theory and Motivation__en.srt	11.21 KB
10 - Linear Regression/013 Polynomial Regression - Creating Polynomial Features.mp4	40.09 MB
10 - Linear Regression/013 Polynomial Regression - Creating Polynomial Features__en.srt	16.39 KB
10 - Linear Regression/014 Polynomial Regression - Training and Evaluation.mp4	36.30 MB
10 - Linear Regression/014 Polynomial Regression - Training and Evaluation__en.srt	14.17 KB
10 - Linear Regression/015 Bias Variance Trade-Off.mp4	36.18 MB
10 - Linear Regression/015 Bias Variance Trade-Off__en.srt	15.94 KB
10 - Linear Regression/016 Polynomial Regression - Choosing Degree of Polynomial.mp4	55.68 MB
10 - Linear Regression/016 Polynomial Regression - Choosing Degree of Polynomial__en.srt	19.88 KB
10 - Linear Regression/017 Polynomial Regression - Model Deployment.mp4	23.22 MB
10 - Linear Regression/017 Polynomial Regression - Model Deployment__en.srt	8.38 KB
10 - Linear Regression/018 Regularization Overview.mp4	15.52 MB
10 - Linear Regression/018 Regularization Overview__en.srt	10.33 KB
10 - Linear Regression/019 Feature Scaling.mp4	24.34 MB
10 - Linear Regression/019 Feature Scaling__en.srt	14.83 KB
10 - Linear Regression/020 Introduction to Cross Validation.mp4	32.97 MB
10 - Linear Regression/020 Introduction to Cross Validation__en.srt	19.81 KB
10 - Linear Regression/021 Regularization Data Setup.mp4	20.16 MB
10 - Linear Regression/021 Regularization Data Setup__en.srt	12.42 KB
10 - Linear Regression/022 L2 Regularization - Ridge Regression Theory.mp4	61.30 MB
10 - Linear Regression/022 L2 Regularization - Ridge Regression Theory__en.srt	20.72 KB
10 - Linear Regression/023 L2 Regularization - Ridge Regression - Python Implementation.mp4	89.37 MB
10 - Linear Regression/023 L2 Regularization - Ridge Regression - Python Implementation__en.srt	10.89 KB
10 - Linear Regression/023 L2 Regularization - Ridge Regression - Python Implementation_en.vtt	22.98 KB
10 - Linear Regression/024 L1 Regularization - Lasso Regression - Background and Implementation.mp4	94.65 MB
10 - Linear Regression/024 L1 Regularization - Lasso Regression - Background and Implementation__en.srt	5.40 KB
10 - Linear Regression/024 L1 Regularization - Lasso Regression - Background and Implementation_en.vtt	19.64 KB
10 - Linear Regression/025 L1 and L2 Regularization - Elastic Net.mp4	66.40 MB
10 - Linear Regression/025 L1 and L2 Regularization - Elastic Net__en.srt	16.97 KB
10 - Linear Regression/025 L1 and L2 Regularization - Elastic Net_en.vtt	22.62 KB
10 - Linear Regression/026 Linear Regression Project - Data Overview.mp4	16.94 MB
10 - Linear Regression/026 Linear Regression Project - Data Overview__en.srt	7.67 KB
10 - Linear Regression/[CourseClub.Me].url	122 B
10 - Linear Regression/[GigaCourse.Com].url	49 B
11 - Feature Engineering and Data Preparation/001 A note from Jose on Feature Engineering and Data Preparation.html	990 B
11 - Feature Engineering and Data Preparation/002 Introduction to Feature Engineering and Data Preparation.mp4	36.11 MB
11 - Feature Engineering and Data Preparation/002 Introduction to Feature Engineering and Data Preparation__en.srt	24.10 KB
11 - Feature Engineering and Data Preparation/003 Dealing with Outliers.mp4	103.32 MB
11 - Feature Engineering and Data Preparation/003 Dealing with Outliers__en.srt	41.20 KB
11 - Feature Engineering and Data Preparation/004 Dealing with Missing Data _ Part One - Evaluation of Missing Data.mp4	19.05 MB
11 - Feature Engineering and Data Preparation/004 Dealing with Missing Data _ Part One - Evaluation of Missing Data__en.srt	16.97 KB
11 - Feature Engineering and Data Preparation/005 Dealing with Missing Data _ Part Two - Filling or Dropping data based on Rows.mp4	117.56 MB
11 - Feature Engineering and Data Preparation/005 Dealing with Missing Data _ Part Two - Filling or Dropping data based on Rows__en.srt	31.42 KB
11 - Feature Engineering and Data Preparation/006 Dealing with Missing Data _ Part 3 - Fixing data based on Columns.mp4	105.22 MB
11 - Feature Engineering and Data Preparation/006 Dealing with Missing Data _ Part 3 - Fixing data based on Columns__en.srt	36.75 KB
11 - Feature Engineering and Data Preparation/007 Dealing with Categorical Data - Encoding Options.mp4	58.87 MB
11 - Feature Engineering and Data Preparation/007 Dealing with Categorical Data - Encoding Options__en.srt	20.10 KB
12 - Cross Validation , Grid Search, and the Linear Regression Project/001 Section Overview and Introduction.mp4	5.61 MB
12 - Cross Validation , Grid Search, and the Linear Regression Project/001 Section Overview and Introduction__en.srt	5.05 KB
12 - Cross Validation , Grid Search, and the Linear Regression Project/002 Cross Validation - Test _ Train Split.mp4	46.86 MB
12 - Cross Validation , Grid Search, and the Linear Regression Project/002 Cross Validation - Test _ Train Split__en.srt	17.43 KB
12 - Cross Validation , Grid Search, and the Linear Regression Project/003 Cross Validation - Test _ Validation _ Train Split.mp4	59.41 MB
12 - Cross Validation , Grid Search, and the Linear Regression Project/003 Cross Validation - Test _ Validation _ Train Split__en.srt	21.65 KB
12 - Cross Validation , Grid Search, and the Linear Regression Project/004 Cross Validation - cross_val_score.mp4	44.46 MB
12 - Cross Validation , Grid Search, and the Linear Regression Project/004 Cross Validation - cross_val_score__en.srt	8.14 KB
12 - Cross Validation , Grid Search, and the Linear Regression Project/004 Cross Validation - cross_val_score_en.vtt	15.20 KB
12 - Cross Validation , Grid Search, and the Linear Regression Project/005 Cross Validation - cross_validate.mp4	45.01 MB
12 - Cross Validation , Grid Search, and the Linear Regression Project/005 Cross Validation - cross_validate__en.srt	11.23 KB
12 - Cross Validation , Grid Search, and the Linear Regression Project/006 Grid Search.mp4	73.19 MB
12 - Cross Validation , Grid Search, and the Linear Regression Project/006 Grid Search__en.srt	19.26 KB
12 - Cross Validation , Grid Search, and the Linear Regression Project/007 Linear Regression Project Overview.mp4	23.63 MB
12 - Cross Validation , Grid Search, and the Linear Regression Project/007 Linear Regression Project Overview__en.srt	5.82 KB
12 - Cross Validation , Grid Search, and the Linear Regression Project/008 Linear Regression Project - Solutions.mp4	91.23 MB
12 - Cross Validation , Grid Search, and the Linear Regression Project/008 Linear Regression Project - Solutions__en.srt	8.80 KB
12 - Cross Validation , Grid Search, and the Linear Regression Project/008 Linear Regression Project - Solutions_en.vtt	15.87 KB
13 - Logistic Regression/001 Early Bird Note on Downloading .zip for Logistic Regression Notes.html	523 B
13 - Logistic Regression/002 Introduction to Logistic Regression Section.mp4	13.93 MB
13 - Logistic Regression/002 Introduction to Logistic Regression Section__en.srt	8.39 KB
13 - Logistic Regression/003 Logistic Regression - Theory and Intuition - Part One_ The Logistic Function.mp4	17.31 MB
13 - Logistic Regression/003 Logistic Regression - Theory and Intuition - Part One_ The Logistic Function__en.srt	8.09 KB
13 - Logistic Regression/004 Logistic Regression - Theory and Intuition - Part Two_ Linear to Logistic.mp4	8.03 MB
13 - Logistic Regression/004 Logistic Regression - Theory and Intuition - Part Two_ Linear to Logistic__en.srt	7.27 KB
13 - Logistic Regression/005 Logistic Regression - Theory and Intuition - Linear to Logistic Math.mp4	36.04 MB
13 - Logistic Regression/005 Logistic Regression - Theory and Intuition - Linear to Logistic Math__en.srt	24.81 KB
13 - Logistic Regression/006 Logistic Regression - Theory and Intuition - Best fit with Maximum Likelihood.mp4	54.91 MB
13 - Logistic Regression/006 Logistic Regression - Theory and Intuition - Best fit with Maximum Likelihood__en.srt	22.96 KB
13 - Logistic Regression/007 Logistic Regression with Scikit-Learn - Part One - EDA.mp4	62.45 MB
13 - Logistic Regression/007 Logistic Regression with Scikit-Learn - Part One - EDA__en.srt	21.90 KB
13 - Logistic Regression/008 Logistic Regression with Scikit-Learn - Part Two - Model Training.mp4	32.57 MB
13 - Logistic Regression/008 Logistic Regression with Scikit-Learn - Part Two - Model Training__en.srt	9.57 KB
13 - Logistic Regression/009 Classification Metrics - Confusion Matrix and Accuracy.mp4	21.72 MB
13 - Logistic Regression/009 Classification Metrics - Confusion Matrix and Accuracy__en.srt	13.93 KB
13 - Logistic Regression/010 Classification Metrics - Precison, Recall, F1-Score.mp4	33.14 MB
13 - Logistic Regression/010 Classification Metrics - Precison, Recall, F1-Score__en.srt	8.34 KB
13 - Logistic Regression/011 Classification Metrics - ROC Curves.mp4	16.07 MB
13 - Logistic Regression/011 Classification Metrics - ROC Curves__en.srt	11.07 KB
13 - Logistic Regression/012 Logistic Regression with Scikit-Learn - Part Three - Performance Evaluation.mp4	57.03 MB
13 - Logistic Regression/012 Logistic Regression with Scikit-Learn - Part Three - Performance Evaluation__en.srt	23.43 KB
13 - Logistic Regression/013 Multi-Class Classification with Logistic Regression - Part One - Data and EDA.mp4	37.38 MB
13 - Logistic Regression/013 Multi-Class Classification with Logistic Regression - Part One - Data and EDA__en.srt	12.01 KB
13 - Logistic Regression/014 Multi-Class Classification with Logistic Regression - Part Two - Model.mp4	105.09 MB
13 - Logistic Regression/014 Multi-Class Classification with Logistic Regression - Part Two - Model__en.srt	23.82 KB
13 - Logistic Regression/015 Logistic Regression Exercise Project Overview.mp4	24.29 MB
13 - Logistic Regression/015 Logistic Regression Exercise Project Overview__en.srt	6.49 KB
13 - Logistic Regression/016 Logistic Regression Project Exercise - Solutions.mp4	161.29 MB
13 - Logistic Regression/016 Logistic Regression Project Exercise - Solutions__en.srt	14.33 KB
13 - Logistic Regression/016 Logistic Regression Project Exercise - Solutions_en.vtt	30.89 KB
13 - Logistic Regression/29304858-11-Logistic-Regression-Models.zip	2.02 MB
14 - KNN - K Nearest Neighbors/001 Introduction to KNN Section.mp4	3.65 MB
14 - KNN - K Nearest Neighbors/001 Introduction to KNN Section__en.srt	3.63 KB
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14 - KNN - K Nearest Neighbors/002 KNN Classification - Theory and Intuition__en.srt	16.93 KB
14 - KNN - K Nearest Neighbors/003 KNN Coding with Python - Part One.mp4	61.55 MB
14 - KNN - K Nearest Neighbors/003 KNN Coding with Python - Part One__en.srt	10.99 KB
14 - KNN - K Nearest Neighbors/003 KNN Coding with Python - Part One_en.vtt	19.38 KB
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14 - KNN - K Nearest Neighbors/29434428-12-K-Nearest-Neighbors.zip	1.35 MB
15 - Support Vector Machines/001 Introduction to Support Vector Machines.mp4	2.79 MB
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15 - Support Vector Machines/002 History of Support Vector Machines.mp4	15.54 MB
15 - Support Vector Machines/002 History of Support Vector Machines__en.srt	6.53 KB
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15 - Support Vector Machines/003 SVM - Theory and Intuition - Hyperplanes and Margins__en.srt	18.58 KB
15 - Support Vector Machines/004 SVM - Theory and Intuition - Kernel Intuition.mp4	9.83 MB
15 - Support Vector Machines/004 SVM - Theory and Intuition - Kernel Intuition__en.srt	7.11 KB
15 - Support Vector Machines/005 SVM - Theory and Intuition - Kernel Trick and Mathematics.mp4	52.62 MB
15 - Support Vector Machines/005 SVM - Theory and Intuition - Kernel Trick and Mathematics__en.srt	29.30 KB
15 - Support Vector Machines/006 SVM with Scikit-Learn and Python - Classification Part One.mp4	46.28 MB
15 - Support Vector Machines/006 SVM with Scikit-Learn and Python - Classification Part One__en.srt	16.39 KB
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15 - Support Vector Machines/007 SVM with Scikit-Learn and Python - Classification Part Two_en.vtt	20.98 KB
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15 - Support Vector Machines/008 SVM with Scikit-Learn and Python - Regression Tasks__en.srt	25.67 KB
15 - Support Vector Machines/008 SVM with Scikit-Learn and Python - Regression Tasks_en.vtt	26.15 KB
15 - Support Vector Machines/009 Support Vector Machine Project Overview.mp4	34.84 MB
15 - Support Vector Machines/009 Support Vector Machine Project Overview__en.srt	6.87 KB
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15 - Support Vector Machines/010 Support Vector Machine Project Solutions_en.vtt	22.50 KB
15 - Support Vector Machines/29902052-13-Support-Vector-Machines.zip	1.51 MB
16 - Tree Based Methods_ Decision Tree Learning/001 Introduction to Tree Based Methods.mp4	2.33 MB
16 - Tree Based Methods_ Decision Tree Learning/001 Introduction to Tree Based Methods__en.srt	2.21 KB
16 - Tree Based Methods_ Decision Tree Learning/002 Decision Tree - History.mp4	35.58 MB
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16 - Tree Based Methods_ Decision Tree Learning/003 Decision Tree - Terminology.mp4	7.29 MB
16 - Tree Based Methods_ Decision Tree Learning/003 Decision Tree - Terminology__en.srt	6.43 KB
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16 - Tree Based Methods_ Decision Tree Learning/004 Decision Tree - Understanding Gini Impurity__en.srt	11.11 KB
16 - Tree Based Methods_ Decision Tree Learning/005 Constructing Decision Trees with Gini Impurity - Part One.mp4	17.69 MB
16 - Tree Based Methods_ Decision Tree Learning/005 Constructing Decision Trees with Gini Impurity - Part One__en.srt	11.48 KB
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16 - Tree Based Methods_ Decision Tree Learning/006 Constructing Decision Trees with Gini Impurity - Part Two__en.srt	16.42 KB
16 - Tree Based Methods_ Decision Tree Learning/007 Coding Decision Trees - Part One - The Data.mp4	98.72 MB
16 - Tree Based Methods_ Decision Tree Learning/007 Coding Decision Trees - Part One - The Data__en.srt	29.28 KB
16 - Tree Based Methods_ Decision Tree Learning/008 Coding Decision Trees - Part Two -Creating the Model.mp4	115.80 MB
16 - Tree Based Methods_ Decision Tree Learning/008 Coding Decision Trees - Part Two -Creating the Model__en.srt	32.70 KB
16 - Tree Based Methods_ Decision Tree Learning/30205020-14-Decision-Trees.zip	1.79 MB
17 - Random Forests/001 Introduction to Random Forests Section.mp4	2.87 MB
17 - Random Forests/001 Introduction to Random Forests Section__en.srt	2.81 KB
17 - Random Forests/002 Random Forests - History and Motivation.mp4	24.00 MB
17 - Random Forests/002 Random Forests - History and Motivation__en.srt	17.22 KB
17 - Random Forests/003 Random Forests - Key Hyperparameters.mp4	8.27 MB
17 - Random Forests/003 Random Forests - Key Hyperparameters__en.srt	4.45 KB
17 - Random Forests/004 Random Forests - Number of Estimators and Features in Subsets.mp4	27.31 MB
17 - Random Forests/004 Random Forests - Number of Estimators and Features in Subsets__en.srt	16.17 KB
17 - Random Forests/005 Random Forests - Bootstrapping and Out-of-Bag Error.mp4	32.72 MB
17 - Random Forests/005 Random Forests - Bootstrapping and Out-of-Bag Error__en.srt	17.97 KB
17 - Random Forests/006 Coding Classification with Random Forest Classifier - Part One.mp4	52.10 MB
17 - Random Forests/006 Coding Classification with Random Forest Classifier - Part One__en.srt	9.92 KB
17 - Random Forests/006 Coding Classification with Random Forest Classifier - Part One_en.vtt	15.78 KB
17 - Random Forests/007 Coding Classification with Random Forest Classifier - Part Two.mp4	130.37 MB
17 - Random Forests/007 Coding Classification with Random Forest Classifier - Part Two__en.srt	20.04 KB
17 - Random Forests/007 Coding Classification with Random Forest Classifier - Part Two_en.vtt	27.90 KB
17 - Random Forests/008 Coding Regression with Random Forest Regressor - Part One - Data.mp4	13.68 MB
17 - Random Forests/008 Coding Regression with Random Forest Regressor - Part One - Data__en.srt	6.86 KB
17 - Random Forests/009 Coding Regression with Random Forest Regressor - Part Two - Basic Models.mp4	85.01 MB
17 - Random Forests/009 Coding Regression with Random Forest Regressor - Part Two - Basic Models__en.srt	20.42 KB
17 - Random Forests/010 Coding Regression with Random Forest Regressor - Part Three - Polynomials.mp4	45.54 MB
17 - Random Forests/010 Coding Regression with Random Forest Regressor - Part Three - Polynomials__en.srt	15.34 KB
17 - Random Forests/011 Coding Regression with Random Forest Regressor - Part Four - Advanced Models.mp4	50.67 MB
17 - Random Forests/011 Coding Regression with Random Forest Regressor - Part Four - Advanced Models__en.srt	15.45 KB
17 - Random Forests/30930956-15-Random-Forests.zip	3.93 MB
17 - Random Forests/30930966-data-banknote-authentication.csv	45.38 KB
18 - Boosting Methods/001 Introduction to Boosting Section.mp4	2.99 MB
18 - Boosting Methods/001 Introduction to Boosting Section__en.srt	2.67 KB
18 - Boosting Methods/002 Boosting Methods - Motivation and History.mp4	21.98 MB
18 - Boosting Methods/002 Boosting Methods - Motivation and History__en.srt	8.96 KB
18 - Boosting Methods/003 AdaBoost Theory and Intuition.mp4	41.53 MB
18 - Boosting Methods/003 AdaBoost Theory and Intuition__en.srt	28.95 KB
18 - Boosting Methods/004 AdaBoost Coding Part One - The Data.mp4	42.25 MB
18 - Boosting Methods/004 AdaBoost Coding Part One - The Data__en.srt	16.66 KB
18 - Boosting Methods/005 AdaBoost Coding Part Two - The Model.mp4	63.11 MB
18 - Boosting Methods/005 AdaBoost Coding Part Two - The Model__en.srt	26.61 KB
18 - Boosting Methods/006 Gradient Boosting Theory.mp4	22.96 MB
18 - Boosting Methods/006 Gradient Boosting Theory__en.srt	16.11 KB
18 - Boosting Methods/007 Gradient Boosting Coding Walkthrough.mp4	57.91 MB
18 - Boosting Methods/007 Gradient Boosting Coding Walkthrough__en.srt	8.90 KB
18 - Boosting Methods/007 Gradient Boosting Coding Walkthrough_en.vtt	17.50 KB
18 - Boosting Methods/31286608-16-Boosted-Trees.zip	917.98 KB
18 - Boosting Methods/31286610-mushrooms.csv	365.24 KB
19 - Supervised Learning Capstone Project/0. Websites you may like/[CourseClub.Me].url	122 B
19 - Supervised Learning Capstone Project/0. Websites you may like/[GigaCourse.Com].url	49 B
19 - Supervised Learning Capstone Project/001 Introduction to Supervised Learning Capstone Project.mp4	29.84 MB
19 - Supervised Learning Capstone Project/001 Introduction to Supervised Learning Capstone Project__en.srt	25.69 KB
19 - Supervised Learning Capstone Project/002 Solution Walkthrough - Supervised Learning Project - Data and EDA.mp4	106.10 MB
19 - Supervised Learning Capstone Project/002 Solution Walkthrough - Supervised Learning Project - Data and EDA__en.srt	29.67 KB
19 - Supervised Learning Capstone Project/003 Solution Walkthrough - Supervised Learning Project - Cohort Analysis.mp4	130.14 MB
19 - Supervised Learning Capstone Project/003 Solution Walkthrough - Supervised Learning Project - Cohort Analysis__en.srt	38.72 KB
19 - Supervised Learning Capstone Project/004 Solution Walkthrough - Supervised Learning Project - Tree Models.mp4	114.21 MB
19 - Supervised Learning Capstone Project/004 Solution Walkthrough - Supervised Learning Project - Tree Models__en.srt	4.20 KB
19 - Supervised Learning Capstone Project/004 Solution Walkthrough - Supervised Learning Project - Tree Models_en.vtt	29.40 KB
19 - Supervised Learning Capstone Project/31389398-17-Supervised-Learning-Capstone-Project.zip	7.04 MB
19 - Supervised Learning Capstone Project/31389400-Telco-Customer-Churn.csv	953.66 KB
19 - Supervised Learning Capstone Project/[CourseClub.Me].url	122 B
19 - Supervised Learning Capstone Project/[GigaCourse.Com].url	49 B
20 - Naive Bayes Classification and Natural Language Processing/001 Introduction to NLP and Naive Bayes Section.mp4	4.22 MB
20 - Naive Bayes Classification and Natural Language Processing/001 Introduction to NLP and Naive Bayes Section__en.srt	3.69 KB
20 - Naive Bayes Classification and Natural Language Processing/002 Naive Bayes Algorithm - Part One - Bayes Theorem.mp4	22.04 MB
20 - Naive Bayes Classification and Natural Language Processing/002 Naive Bayes Algorithm - Part One - Bayes Theorem__en.srt	11.85 KB
20 - Naive Bayes Classification and Natural Language Processing/003 Naive Bayes Algorithm - Part Two - Model Algorithm.mp4	48.61 MB
20 - Naive Bayes Classification and Natural Language Processing/003 Naive Bayes Algorithm - Part Two - Model Algorithm__en.srt	26.35 KB
20 - Naive Bayes Classification and Natural Language Processing/004 Feature Extraction from Text - Part One - Theory and Intuition.mp4	29.40 MB
20 - Naive Bayes Classification and Natural Language Processing/004 Feature Extraction from Text - Part One - Theory and Intuition__en.srt	16.04 KB
20 - Naive Bayes Classification and Natural Language Processing/005 Feature Extraction from Text - Coding Count Vectorization Manually.mp4	62.89 MB
20 - Naive Bayes Classification and Natural Language Processing/005 Feature Extraction from Text - Coding Count Vectorization Manually__en.srt	27.22 KB
20 - Naive Bayes Classification and Natural Language Processing/006 Feature Extraction from Text - Coding with Scikit-Learn.mp4	50.39 MB
20 - Naive Bayes Classification and Natural Language Processing/006 Feature Extraction from Text - Coding with Scikit-Learn__en.srt	16.67 KB
20 - Naive Bayes Classification and Natural Language Processing/007 Natural Language Processing - Classification of Text - Part One.mp4	28.26 MB
20 - Naive Bayes Classification and Natural Language Processing/007 Natural Language Processing - Classification of Text - Part One__en.srt	16.42 KB
20 - Naive Bayes Classification and Natural Language Processing/008 Natural Language Processing - Classification of Text - Part Two.mp4	34.77 MB
20 - Naive Bayes Classification and Natural Language Processing/008 Natural Language Processing - Classification of Text - Part Two__en.srt	15.34 KB
20 - Naive Bayes Classification and Natural Language Processing/009 Text Classification Project Exercise Overview.mp4	30.54 MB
20 - Naive Bayes Classification and Natural Language Processing/009 Text Classification Project Exercise Overview__en.srt	7.86 KB
20 - Naive Bayes Classification and Natural Language Processing/010 Text Classification Project Exercise Solutions.mp4	100.59 MB
20 - Naive Bayes Classification and Natural Language Processing/010 Text Classification Project Exercise Solutions__en.srt	19.40 KB
20 - Naive Bayes Classification and Natural Language Processing/010 Text Classification Project Exercise Solutions_en.vtt	21.33 KB
20 - Naive Bayes Classification and Natural Language Processing/31640094-18-Naive-Bayes-and-NLP.zip	192.48 KB
20 - Naive Bayes Classification and Natural Language Processing/31640102-airline-tweets.csv	3.26 MB
20 - Naive Bayes Classification and Natural Language Processing/31640132-moviereviews.csv	7.22 MB
21 - Unsupervised Learning/001 Unsupervised Learning Overview.mp4	13.75 MB
21 - Unsupervised Learning/001 Unsupervised Learning Overview__en.srt	12.86 KB
22 - K-Means Clustering/001 Introduction to K-Means Clustering Section.mp4	3.55 MB
22 - K-Means Clustering/001 Introduction to K-Means Clustering Section__en.srt	3.50 KB
22 - K-Means Clustering/002 Clustering General Overview.mp4	24.86 MB
22 - K-Means Clustering/002 Clustering General Overview__en.srt	16.50 KB
22 - K-Means Clustering/003 K-Means Clustering Theory.mp4	52.49 MB
22 - K-Means Clustering/003 K-Means Clustering Theory__en.srt	17.25 KB
22 - K-Means Clustering/004 K-Means Clustering - Coding Part One.mp4	97.90 MB
22 - K-Means Clustering/004 K-Means Clustering - Coding Part One__en.srt	30.36 KB
22 - K-Means Clustering/005 K-Means Clustering Coding Part Two.mp4	80.85 MB
22 - K-Means Clustering/005 K-Means Clustering Coding Part Two__en.srt	26.55 KB
22 - K-Means Clustering/006 K-Means Clustering Coding Part Three.mp4	59.77 MB
22 - K-Means Clustering/006 K-Means Clustering Coding Part Three__en.srt	21.38 KB
22 - K-Means Clustering/007 K-Means Color Quantization - Part One.mp4	80.57 MB
22 - K-Means Clustering/007 K-Means Color Quantization - Part One__en.srt	20.38 KB
22 - K-Means Clustering/008 K-Means Color Quantization - Part Two.mp4	65.03 MB
22 - K-Means Clustering/008 K-Means Color Quantization - Part Two__en.srt	21.27 KB
22 - K-Means Clustering/009 K-Means Clustering Exercise Overview.mp4	59.48 MB
22 - K-Means Clustering/009 K-Means Clustering Exercise Overview__en.srt	13.43 KB
22 - K-Means Clustering/010 K-Means Clustering Exercise Solution - Part One.mp4	79.92 MB
22 - K-Means Clustering/010 K-Means Clustering Exercise Solution - Part One__en.srt	21.10 KB
22 - K-Means Clustering/011 K-Means Clustering Exercise Solution - Part Two.mp4	108.19 MB
22 - K-Means Clustering/011 K-Means Clustering Exercise Solution - Part Two__en.srt	23.53 KB
22 - K-Means Clustering/012 K-Means Clustering Exercise Solution - Part Three.mp4	62.50 MB
22 - K-Means Clustering/012 K-Means Clustering Exercise Solution - Part Three__en.srt	12.15 KB
22 - K-Means Clustering/32407448-20-Kmeans-Clustering.zip	5.83 MB
22 - K-Means Clustering/32407452-bank-full.csv	4.95 MB
22 - K-Means Clustering/32407456-CIA-Country-Facts.csv	32.70 KB
22 - K-Means Clustering/32407460-country-iso-codes.csv	7.94 KB
22 - K-Means Clustering/33555798-palm-trees.jpg	172.74 KB
23 - Hierarchical Clustering/001 Introduction to Hierarchical Clustering.mp4	1.67 MB
23 - Hierarchical Clustering/001 Introduction to Hierarchical Clustering__en.srt	1.17 KB
23 - Hierarchical Clustering/002 Hierarchical Clustering - Theory and Intuition.mp4	52.07 MB
23 - Hierarchical Clustering/002 Hierarchical Clustering - Theory and Intuition__en.srt	17.29 KB
23 - Hierarchical Clustering/003 Hierarchical Clustering - Coding Part One - Data and Visualization.mp4	114.98 MB
23 - Hierarchical Clustering/003 Hierarchical Clustering - Coding Part One - Data and Visualization__en.srt	25.38 KB
23 - Hierarchical Clustering/004 Hierarchical Clustering - Coding Part Two - Scikit-Learn.mp4	209.23 MB
23 - Hierarchical Clustering/004 Hierarchical Clustering - Coding Part Two - Scikit-Learn__en.srt	42.26 KB
23 - Hierarchical Clustering/33028500-21-Hierarchical-Clustering.zip	621.63 KB
23 - Hierarchical Clustering/33028506-cluster-mpg.csv	20.83 KB
24 - DBSCAN - Density-based spatial clustering of applications with noise/001 Introduction to DBSCAN Section.mp4	1.80 MB
24 - DBSCAN - Density-based spatial clustering of applications with noise/001 Introduction to DBSCAN Section__en.srt	1.34 KB
24 - DBSCAN - Density-based spatial clustering of applications with noise/002 DBSCAN - Theory and Intuition.mp4	109.09 MB
24 - DBSCAN - Density-based spatial clustering of applications with noise/002 DBSCAN - Theory and Intuition__en.srt	26.51 KB
24 - DBSCAN - Density-based spatial clustering of applications with noise/003 DBSCAN versus K-Means Clustering.mp4	66.64 MB
24 - DBSCAN - Density-based spatial clustering of applications with noise/003 DBSCAN versus K-Means Clustering__en.srt	17.37 KB
24 - DBSCAN - Density-based spatial clustering of applications with noise/004 DBSCAN - Hyperparameter Theory.mp4	13.86 MB
24 - DBSCAN - Density-based spatial clustering of applications with noise/004 DBSCAN - Hyperparameter Theory__en.srt	10.70 KB
24 - DBSCAN - Density-based spatial clustering of applications with noise/005 DBSCAN - Hyperparameter Tuning Methods.mp4	105.08 MB
24 - DBSCAN - Density-based spatial clustering of applications with noise/005 DBSCAN - Hyperparameter Tuning Methods__en.srt	32.66 KB
24 - DBSCAN - Density-based spatial clustering of applications with noise/006 DBSCAN - Outlier Project Exercise Overview.mp4	50.27 MB
24 - DBSCAN - Density-based spatial clustering of applications with noise/006 DBSCAN - Outlier Project Exercise Overview__en.srt	9.96 KB
24 - DBSCAN - Density-based spatial clustering of applications with noise/007 DBSCAN - Outlier Project Exercise Solutions.mp4	127.93 MB
24 - DBSCAN - Density-based spatial clustering of applications with noise/007 DBSCAN - Outlier Project Exercise Solutions__en.srt	38.12 KB
24 - DBSCAN - Density-based spatial clustering of applications with noise/33643014-22-DBSCAN.zip	3.51 MB
24 - DBSCAN - Density-based spatial clustering of applications with noise/33643060-cluster-circles.csv	59.88 KB
24 - DBSCAN - Density-based spatial clustering of applications with noise/33643066-wholesome-customers-data.csv	14.67 KB
24 - DBSCAN - Density-based spatial clustering of applications with noise/33643070-cluster-two-blobs-outliers.csv	38.29 KB
24 - DBSCAN - Density-based spatial clustering of applications with noise/33643072-cluster-two-blobs.csv	38.26 KB
24 - DBSCAN - Density-based spatial clustering of applications with noise/33643080-cluster-blobs.csv	55.86 KB
24 - DBSCAN - Density-based spatial clustering of applications with noise/33643082-cluster-moons.csv	58.70 KB
24 - DBSCAN - Density-based spatial clustering of applications with noise/external-assets-links.txt	103 B
25 - PCA - Principal Component Analysis and Manifold Learning/001 Introduction to Principal Component Analysis.mp4	5.08 MB
25 - PCA - Principal Component Analysis and Manifold Learning/001 Introduction to Principal Component Analysis__en.srt	3.97 KB
25 - PCA - Principal Component Analysis and Manifold Learning/002 PCA Theory and Intuition - Part One.mp4	29.72 MB
25 - PCA - Principal Component Analysis and Manifold Learning/002 PCA Theory and Intuition - Part One__en.srt	15.60 KB
25 - PCA - Principal Component Analysis and Manifold Learning/003 PCA Theory and Intuition - Part Two.mp4	19.04 MB
25 - PCA - Principal Component Analysis and Manifold Learning/003 PCA Theory and Intuition - Part Two__en.srt	16.36 KB
25 - PCA - Principal Component Analysis and Manifold Learning/004 PCA - Manual Implementation in Python.mp4	95.04 MB
25 - PCA - Principal Component Analysis and Manifold Learning/004 PCA - Manual Implementation in Python__en.srt	26.27 KB
25 - PCA - Principal Component Analysis and Manifold Learning/005 PCA - SciKit-Learn.mp4	74.09 MB
25 - PCA - Principal Component Analysis and Manifold Learning/005 PCA - SciKit-Learn__en.srt	17.33 KB
25 - PCA - Principal Component Analysis and Manifold Learning/006 PCA - Project Exercise Overview.mp4	52.77 MB
25 - PCA - Principal Component Analysis and Manifold Learning/006 PCA - Project Exercise Overview__en.srt	11.87 KB
25 - PCA - Principal Component Analysis and Manifold Learning/007 PCA - Project Exercise Solution.mp4	119.45 MB
25 - PCA - Principal Component Analysis and Manifold Learning/007 PCA - Project Exercise Solution__en.srt	25.72 KB
25 - PCA - Principal Component Analysis and Manifold Learning/33912190-digits.csv	485.53 KB
25 - PCA - Principal Component Analysis and Manifold Learning/33912194-cancer-tumor-data-features.csv	117.98 KB
25 - PCA - Principal Component Analysis and Manifold Learning/33912220-23-PCA-Principal-Component-Analysis.zip	3.94 MB
26 - Model Deployment/001 Model Deployment Section Overview.mp4	4.16 MB
26 - Model Deployment/001 Model Deployment Section Overview__en.srt	3.49 KB
26 - Model Deployment/002 Model Deployment Considerations.mp4	18.31 MB
26 - Model Deployment/002 Model Deployment Considerations__en.srt	10.57 KB
26 - Model Deployment/003 Model Persistence.mp4	109.76 MB
26 - Model Deployment/003 Model Persistence__en.srt	3.07 KB
26 - Model Deployment/003 Model Persistence_en.vtt	28.11 KB
26 - Model Deployment/004 Model Deployment as an API - General Overview.mp4	17.48 MB
26 - Model Deployment/004 Model Deployment as an API - General Overview__en.srt	11.61 KB
26 - Model Deployment/005 Note on Upcoming Video.html	249 B
26 - Model Deployment/006 Model API - Creating the Script.mp4	67.27 MB
26 - Model Deployment/006 Model API - Creating the Script__en.srt	26.06 KB
26 - Model Deployment/007 Testing the API.mp4	33.15 MB
26 - Model Deployment/007 Testing the API__en.srt	12.17 KB
[CourseClub.Me].url	122 B
[GigaCourse.Com].url	49 B

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udp://tracker.jordan.im:6969/announce
udp://aarsen.me:6969/announce
udp://htz3.noho.st:6969/announce
udp://tracker.4.babico.name.tr:3131/announce
udp://open.tracker.ink:6969/announce
udp://tracker2.dler.org:80/announce
udp://tracker.pomf.se:80/announce
udp://9.rarbg.com:2810/announce
http://tracker2.itzmx.com:6961/announce
udp://explodie.org:6969/announce
udp://k1.com.br:6969/announce
udp://bubu.mapfactor.com:6969/announce
udp://davidkirkevans.com:6969/announce
udp://v2.iperson.xyz:6969/announce
udp://bt2.archive.org:6969/announce
udp://ben.kerbertools.xyz:6969/announce
http://t.overflow.biz:6969/announce
udp://tracker.ddunlimited.net:6969/announce
udp://mts.tvbit.co:6969/announce
udp://chennuo.xyz:6969/announce
udp://tracker.lelux.fi:6969/announce
udp://tr.bangumi.moe:6969/announce
udp://transkaroo.joustasie.net:6969/announce
udp://tracker1.myporn.club:9337/announce
https://1337.abcvg.info:443/announce
http://t.nyaatracker.com:80/announce
udp://6ahddutb1ucc3cp.ru:6969/announce
udp://fe.dealclub.de:6969/announce
https://tr.burnabyhighstar.com:443/announce
udp://tracker.auctor.tv:6969/announce
http://tracker3.ctix.cn:8080/announce
udp://tracker.tiny-vps.com:6969/announce
http://tracker4.itzmx.com:2710/announce
http://1337.abcvg.info:80/announce
udp://thouvenin.cloud:6969/announce
udp://isk.richardsw.club:6969/announce
https://opentracker.i2p.rocks:443/announce
udp://uploads.gamecoast.net:6969/announce
https://tracker.kuroy.me:443/announce
udp://open.free-tracker.ga:6969/announce
udp://vibe.sleepyinternetfun.xyz:1738/announce
udp://public.tracker.vraphim.com:6969/announce
udp://laze.cc:6969/announce
udp://run-2.publictracker.xyz:6969/announce
http://tracker.opentrackr.org:1337/announce
http://t.acg.rip:6699/announce
http://tracker.zerobytes.xyz:1337/announce
http://open.tracker.ink:6969/announce
udp://tracker.altrosky.nl:6969/announce
udp://bt.ktrackers.com:6666/announce
udp://sanincode.com:6969/announce
http://tracker.nucozer-tracker.ml:2710/announce
udp://new-line.net:6969/announce
udp://mail.zasaonsk.ga:6969/announce
udp://yahor.ftp.sh:6969/announce
http://tracker1.bt.moack.co.kr:80/announce
udp://concen.org:6969/announce
udp://tracker1.bt.moack.co.kr:80/announce
udp://tracker.openbittorrent.com:6969/announce
udp://tracker.monitorit4.me:6969/announce
udp://black-bird.ynh.fr:6969/announce
udp://open.demonii.com:1337/announce
https://tracker.nanoha.org:443/announce
udp://tracker.zemoj.com:6969/announce
udp://psyco.fr:6969/announce
http://tracker.mywaifu.best:6969/announce
http://tracker.aeerso.space:6969/announce
udp://h3o2.me:1337/announce
http://bt.okmp3.ru:2710/announce
udp://bt.oiyo.tk:6969/announce
udp://astrr.ru:6969/announce
https://xtremex.herokuapp.com:443/announce
https://tracker.foreverpirates.co:443/announce
udp://tracker.srv00.com:6969/announce
https://tr.abir.ga:443/announce
http://tr.cili001.com:8070/announce