[FTUForum.com] [UDEMY] Machine Learning Basics Building a Regression model in R [FTU] - TorrentBank

File Name:[FTUForum.com] [UDEMY] Machine Learning Basics Building a Regression model in R [FTU]

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1. Introduction/1. Welcome to the course!.mp4 19.54 MB
1. Introduction/1. Welcome to the course!.vtt 3.16 KB
1. Introduction/2.1 00_Introduction_01.pdf.pdf 791.49 KB
1. Introduction/2. Course contents.mp4 63.53 MB
1. Introduction/2. Course contents.vtt 9.39 KB
2. Basics of Statistics/1.1 01_01_Lecture_TypesOfData.pdf.pdf 177.74 KB
2. Basics of Statistics/1. Types of Data.mp4 41.25 MB
2. Basics of Statistics/1. Types of Data.vtt 4.32 KB
2. Basics of Statistics/2.1 01_02_Lecture_TypesOfStatistics.pdf.pdf 171.73 KB
2. Basics of Statistics/2. Types of Statistics.mp4 13.24 MB
2. Basics of Statistics/2. Types of Statistics.vtt 2.68 KB
2. Basics of Statistics/3.1 01_03_Lecture_DataSummaryandGraph.pdf.pdf 317.85 KB
2. Basics of Statistics/3. Describing the data graphically.mp4 82.16 MB
2. Basics of Statistics/3. Describing the data graphically.vtt 11.30 KB
2. Basics of Statistics/4.1 01_04_Lecture_Centers.pdf.pdf 312.98 KB
2. Basics of Statistics/4. Measures of Centers.mp4 45.69 MB
2. Basics of Statistics/4. Measures of Centers.vtt 6.42 KB
2. Basics of Statistics/5.1 Exercise 1.pdf.pdf 553.83 KB
2. Basics of Statistics/5. Practice Exercise 1.html 354 B
2. Basics of Statistics/6.1 01_05_Lecture_Dispersion.pdf.pdf 210.55 KB
2. Basics of Statistics/6. Measures of Dispersion.mp4 28.37 MB
2. Basics of Statistics/6. Measures of Dispersion.vtt 4.72 KB
2. Basics of Statistics/7.1 Exercise 2.pdf.pdf 469.93 KB
2. Basics of Statistics/7. Practice Exercise 2.html 295 B
3. Getting started with R and R studio/1. Installing R and R studio.mp4 40.83 MB
3. Getting started with R and R studio/1. Installing R and R studio.vtt 6.63 KB
3. Getting started with R and R studio/2. Basics of R and R studio.mp4 48.20 MB
3. Getting started with R and R studio/2. Basics of R and R studio.vtt 12.76 KB
3. Getting started with R and R studio/3. Packages in R.mp4 98.67 MB
3. Getting started with R and R studio/3. Packages in R.vtt 12.91 KB
3. Getting started with R and R studio/4. Inputting data part 1 Inbuilt datasets of R.mp4 46.16 MB
3. Getting started with R and R studio/4. Inputting data part 1 Inbuilt datasets of R.vtt 4.94 KB
3. Getting started with R and R studio/5. Inputting data part 2 Manual data entry.mp4 30.88 MB
3. Getting started with R and R studio/5. Inputting data part 2 Manual data entry.vtt 3.27 KB
3. Getting started with R and R studio/6. Inputting data part 3 Importing from CSV or Text files.mp4 69.14 MB
3. Getting started with R and R studio/6. Inputting data part 3 Importing from CSV or Text files.vtt 7.50 KB
3. Getting started with R and R studio/7. Creating Barplots in R.mp4 117.54 MB
3. Getting started with R and R studio/7. Creating Barplots in R.vtt 16.27 KB
3. Getting started with R and R studio/8. Creating Histograms in R.mp4 51.51 MB
3. Getting started with R and R studio/8. Creating Histograms in R.vtt 6.77 KB
4. Introduction to Machine Learning/1.1 Lecture_machineLearning.pdf.pdf 991.61 KB
4. Introduction to Machine Learning/1. Introduction to Machine Learning.mp4 123.89 MB
4. Introduction to Machine Learning/1. Introduction to Machine Learning.vtt 21.01 KB
4. Introduction to Machine Learning/2.1 Lecture_machineLearning.pdf.pdf 991.61 KB
4. Introduction to Machine Learning/2. Building a Machine Learning model.mp4 45.28 MB
4. Introduction to Machine Learning/2. Building a Machine Learning model.vtt 11.51 KB
4. Introduction to Machine Learning/3. Introduction to Machine learning quiz.html 163 B
5. Data Preprocessing/10. Outlier Treatment in R.mp4 37.98 MB
5. Data Preprocessing/10. Outlier Treatment in R.vtt 3.81 KB
5. Data Preprocessing/1.1 03_01_PDE_Business_knowledge.pdf.pdf 153.94 KB
5. Data Preprocessing/11. Project Exercise 3.html 233 B
5. Data Preprocessing/12.1 04_05_PDE_Missing_value.pdf.pdf 315.68 KB
5. Data Preprocessing/12. Missing Value imputation.mp4 27.57 MB
5. Data Preprocessing/12. Missing Value imputation.vtt 3.61 KB
5. Data Preprocessing/13. Missing Value imputation in R.mp4 31.76 MB
5. Data Preprocessing/13. Missing Value imputation in R.vtt 3.07 KB
5. Data Preprocessing/14. Project Exercise 4.html 238 B
5. Data Preprocessing/15.1 04_07_PDE_Seasonality.pdf.pdf 364.09 KB
5. Data Preprocessing/15. Seasonality in Data.mp4 20.89 MB
5. Data Preprocessing/15. Seasonality in Data.vtt 3.30 KB
5. Data Preprocessing/16.1 04_07_Variable_Transformation.pdf.pdf 422.80 KB
5. Data Preprocessing/16. Bi-variate Analysis and Variable Transformation.mp4 113.76 MB
5. Data Preprocessing/16. Bi-variate Analysis and Variable Transformation.vtt 16.09 KB
5. Data Preprocessing/17. Variable transformation in R.mp4 67.86 MB
5. Data Preprocessing/17. Variable transformation in R.vtt 7.98 KB
5. Data Preprocessing/18. Project Exercise 5.html 286 B
5. Data Preprocessing/19.1 04_08_PDE_Non_Usable_var.pdf.pdf 138.35 KB
5. Data Preprocessing/19. Non Usable Variables.mp4 23.96 MB
5. Data Preprocessing/19. Non Usable Variables.vtt 2.03 MB
5. Data Preprocessing/1. Gathering Business Knowledge.mp4 25.12 MB
5. Data Preprocessing/1. Gathering Business Knowledge.vtt 3.45 KB
5. Data Preprocessing/20.1 04_11_Dummy_Var.pdf.pdf 162.97 KB
5. Data Preprocessing/20. Dummy variable creation Handling qualitative data.mp4 40.62 MB
5. Data Preprocessing/20. Dummy variable creation Handling qualitative data.vtt 4.31 KB
5. Data Preprocessing/2.1 03_02_PDE_Data_exploration.pdf.pdf 322.91 KB
5. Data Preprocessing/21. Dummy variable creation in R.mp4 52.27 MB
5. Data Preprocessing/21. Dummy variable creation in R.vtt 4.54 KB
5. Data Preprocessing/22. Project Exercise 6.html 202 B
5. Data Preprocessing/23.1 04_10_Correlation.pdf.pdf 256.91 KB
5. Data Preprocessing/23. Correlation Matrix and cause-effect relationship.mp4 81.29 MB
5. Data Preprocessing/23. Correlation Matrix and cause-effect relationship.vtt 9.75 KB
5. Data Preprocessing/24. Correlation Matrix in R.mp4 95.05 MB
5. Data Preprocessing/24. Correlation Matrix in R.vtt 8.06 KB
5. Data Preprocessing/25. Project Exercise 7.html 288 B
5. Data Preprocessing/2. Data Exploration.mp4 23.42 MB
5. Data Preprocessing/2. Data Exploration.vtt 3.21 KB
5. Data Preprocessing/3.1 House_Price.csv.csv 53.49 KB
5. Data Preprocessing/3.2 03_03_PDE_Raw_Data_Analysis_Uni.pdf.pdf 331.98 KB
5. Data Preprocessing/3. The Data and the Data Dictionary.mp4 78.58 MB
5. Data Preprocessing/3. The Data and the Data Dictionary.vtt 6.89 KB
5. Data Preprocessing/4.1 House_Price.csv.csv 53.49 KB
5. Data Preprocessing/4. Importing the dataset into R.mp4 15.99 MB
5. Data Preprocessing/4. Importing the dataset into R.vtt 2.29 KB
5. Data Preprocessing/5.1 Movie_collection_train.csv.csv 43.31 KB
5. Data Preprocessing/5. Project Exercise 1.html 431 B
5. Data Preprocessing/6.1 03_04_PDE_Univariate_Analysis_Uni.pdf.pdf 333.39 KB
5. Data Preprocessing/6. Univariate Analysis and EDD.mp4 27.30 MB
5. Data Preprocessing/6. Univariate Analysis and EDD.vtt 3.10 KB
5. Data Preprocessing/7. EDD in R.mp4 112.26 MB
5. Data Preprocessing/7. EDD in R.vtt 10.07 KB
5. Data Preprocessing/8. Project Exercise 2.html 177 B
5. Data Preprocessing/9.1 04_06_PDE_Outlier_Treatment.pdf.pdf 355.14 KB
5. Data Preprocessing/9. Outlier Treatment.mp4 27.76 MB
5. Data Preprocessing/9. Outlier Treatment.vtt 3.99 KB
6. Linear Regression Model/10. Multiple Linear Regression in R.mp4 73.10 MB
6. Linear Regression Model/10. Multiple Linear Regression in R.vtt 7.13 KB
6. Linear Regression Model/1.1 05_01_Intro.pdf.pdf 239.32 KB
6. Linear Regression Model/11. Project Exercise 9.html 327 B
6. Linear Regression Model/12.1 05_12_Test_Train.pdf.pdf 238.78 KB
6. Linear Regression Model/12. Test-Train split.mp4 49.15 MB
6. Linear Regression Model/12. Test-Train split.vtt 8.95 KB
6. Linear Regression Model/13.1 05_13_Bias_Var_tradeoff.pdf.pdf 202.38 KB
6. Linear Regression Model/13. Bias Variance trade-off.mp4 29.59 MB
6. Linear Regression Model/13. Bias Variance trade-off.vtt 5.69 KB
6. Linear Regression Model/14. Test-Train Split in R.mp4 91.05 MB
6. Linear Regression Model/14. Test-Train Split in R.vtt 7.33 KB
6. Linear Regression Model/15.1 05_09_Other_lin_model.pdf.pdf 156.51 KB
6. Linear Regression Model/15. Linear models other than OLS.mp4 19.18 MB
6. Linear Regression Model/15. Linear models other than OLS.vtt 3.87 KB
6. Linear Regression Model/16.1 05_10_Subset_Selection.pdf.pdf 198.52 KB
6. Linear Regression Model/16. Subset Selection techniques.mp4 87.11 MB
6. Linear Regression Model/16. Subset Selection techniques.vtt 11.24 KB
6. Linear Regression Model/17. Subset selection in R.mp4 76.61 MB
6. Linear Regression Model/17. Subset selection in R.vtt 6.69 KB
6. Linear Regression Model/18. Project Exercise 10.html 199 B
6. Linear Regression Model/19.1 05_11_Shrinkage_methods.pdf.pdf 188.11 KB
6. Linear Regression Model/19. Shrinkage methods - Ridge Regression and The Lasso.mp4 52.97 MB
6. Linear Regression Model/19. Shrinkage methods - Ridge Regression and The Lasso.vtt 7.18 KB
6. Linear Regression Model/1. The problem statement.mp4 10.68 MB
6. Linear Regression Model/1. The problem statement.vtt 1.44 KB
6. Linear Regression Model/20. Ridge regression and Lasso in R.mp4 181.06 MB
6. Linear Regression Model/20. Ridge regression and Lasso in R.vtt 9.86 KB
6. Linear Regression Model/2.1 05_02_Simple_lin_reg.pdf.pdf 284.77 KB
6. Linear Regression Model/21. Project Exercise 11.html 398 B
6. Linear Regression Model/22.1 Movie_collection_test.csv.csv 11.72 KB
6. Linear Regression Model/22. Final Project Exercise.html 329 B
6. Linear Regression Model/23. Course Conclusion.html 1.67 KB
6. Linear Regression Model/2. Basic equations and Ordinary Least Squared (OLS) method.mp4 50.23 MB
6. Linear Regression Model/2. Basic equations and Ordinary Least Squared (OLS) method.vtt 8.74 KB
6. Linear Regression Model/3.1 05_03_Simple_lin_reg_Accuracy.pdf.pdf 332.72 KB
6. Linear Regression Model/3. Assessing Accuracy of predicted coefficients.mp4 104.43 MB
6. Linear Regression Model/3. Assessing Accuracy of predicted coefficients.vtt 13.99 KB
6. Linear Regression Model/4.1 05_03_Simple_lin_reg_Accuracy.pdf.pdf 332.72 KB
6. Linear Regression Model/4. Assessing Model Accuracy - RSE and R squared.mp4 49.74 MB
6. Linear Regression Model/4. Assessing Model Accuracy - RSE and R squared.vtt 7.06 KB
6. Linear Regression Model/5. Simple Linear Regression in R.mp4 50.60 MB
6. Linear Regression Model/5. Simple Linear Regression in R.vtt 7.10 KB
6. Linear Regression Model/6. Project Exercise 8.html 322 B
6. Linear Regression Model/7.1 05_04_Multiple_lin_reg.pdf.pdf 219.79 KB
6. Linear Regression Model/7. Multiple Linear Regression.mp4 38.92 MB
6. Linear Regression Model/7. Multiple Linear Regression.vtt 5.08 KB
6. Linear Regression Model/8.1 05_05_F_stat.pdf.pdf 328.48 KB
6. Linear Regression Model/8. The F - statistic.mp4 64.17 MB
6. Linear Regression Model/8. The F - statistic.vtt 7.98 KB
6. Linear Regression Model/9.1 05_06_Cat_var.pdf.pdf 155.49 KB
6. Linear Regression Model/9. Interpreting result for categorical Variable.mp4 27.16 MB
6. Linear Regression Model/9. Interpreting result for categorical Variable.vtt 4.68 KB
Discuss.FTUForum.com.html 31.89 KB
FreeCoursesOnline.Me.html 108.30 KB
FTUForum.com.html 100.44 KB
How you can help Team-FTU.txt 235 B
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