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[ FreeCourseWeb ] Udemy - Machine Learning Basics-...
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[ FreeCourseWeb ] Udemy - Machine Learning Basics- Building a Regression model i... Torrent content (File list)
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| 6. Linear Regression Model/20. Ridge regression and Lasso in R.mp4 124.2 MB |
| How to Support [ FreeCourseWeb.com ] for Free.txt 0.3 KB |
| Torrent Downloaded From GloDls.to.txt 0.1 KB |
| 1. Introduction/1. Welcome to the course!.mp4 15.4 MB |
| 1. Introduction/1. Welcome to the course!.vtt 2.5 KB |
| 1. Introduction/2. Course contents.mp4 47.0 MB |
| 1. Introduction/2. Course contents.vtt 7.9 KB |
| 2. Basics of Statistics/1. Types of Data.mp4 25.9 MB |
| 2. Basics of Statistics/1. Types of Data.vtt 4.3 KB |
| 2. Basics of Statistics/2. Types of Statistics.mp4 13.2 MB |
| 2. Basics of Statistics/2. Types of Statistics.vtt 2.7 KB |
| 2. Basics of Statistics/3. Describing the data graphically.mp4 82.2 MB |
| 2. Basics of Statistics/3. Describing the data graphically.vtt 11.3 KB |
| 2. Basics of Statistics/4. Measures of Centers.mp4 45.7 MB |
| 2. Basics of Statistics/4. Measures of Centers.vtt 6.4 KB |
| 2. Basics of Statistics/5. Practice Exercise 1.html 0.3 KB |
| 2. Basics of Statistics/5.1 Exercise 1.pdf.pdf 553.8 KB |
| 2. Basics of Statistics/6. Measures of Dispersion.mp4 28.4 MB |
| 2. Basics of Statistics/6. Measures of Dispersion.vtt 4.7 KB |
| 2. Basics of Statistics/7. Practice Exercise 2.html 0.3 KB |
| 2. Basics of Statistics/7.1 Exercise 2.pdf.pdf 469.9 KB |
| 3. Getting started with R and R studio/1. Installing R and R studio.mp4 40.8 MB |
| 3. Getting started with R and R studio/1. Installing R and R studio.vtt 4.9 KB |
| 3. Getting started with R and R studio/2. Basics of R and R studio.mp4 48.2 MB |
| 3. Getting started with R and R studio/2. Basics of R and R studio.vtt 9.4 KB |
| 3. Getting started with R and R studio/3. Packages in R.mp4 98.7 MB |
| 3. Getting started with R and R studio/3. Packages in R.vtt 9.9 KB |
| 3. Getting started with R and R studio/4. Inputting data part 1 Inbuilt datasets of R.mp4 46.2 MB |
| 3. Getting started with R and R studio/4. Inputting data part 1 Inbuilt datasets of R.vtt 3.5 KB |
| 3. Getting started with R and R studio/5. Inputting data part 2 Manual data entry.mp4 30.9 MB |
| 3. Getting started with R and R studio/5. Inputting data part 2 Manual data entry.vtt 2.5 KB |
| 3. Getting started with R and R studio/6. Inputting data part 3 Importing from CSV or Text files.mp4 69.1 MB |
| 3. Getting started with R and R studio/6. Inputting data part 3 Importing from CSV or Text files.vtt 5.5 KB |
| 3. Getting started with R and R studio/7. Creating Barplots in R.mp4 117.5 MB |
| 3. Getting started with R and R studio/7. Creating Barplots in R.vtt 11.7 KB |
| 3. Getting started with R and R studio/8. Creating Histograms in R.mp4 51.5 MB |
| 3. Getting started with R and R studio/8. Creating Histograms in R.vtt 5.1 KB |
| 4. Introduction to Machine Learning/1. Introduction to Machine Learning.mp4 123.9 MB |
| 4. Introduction to Machine Learning/1. Introduction to Machine Learning.vtt 16.3 KB |
| 4. Introduction to Machine Learning/2. Building a Machine Learning model.mp4 45.3 MB |
| 4. Introduction to Machine Learning/2. Building a Machine Learning model.vtt 8.6 KB |
| 4. Introduction to Machine Learning/3. Introduction to Machine learning quiz.html 0.2 KB |
| 5. Data Preprocessing/1. Gathering Business Knowledge.mp4 25.1 MB |
| 5. Data Preprocessing/1. Gathering Business Knowledge.vtt 3.4 KB |
| 5. Data Preprocessing/2. Data Exploration.mp4 23.4 MB |
| 5. Data Preprocessing/2. Data Exploration.vtt 3.2 KB |
| 5. Data Preprocessing/3. The Data and the Data Dictionary.mp4 78.6 MB |
| 5. Data Preprocessing/3. The Data and the Data Dictionary.vtt 6.9 KB |
| 5. Data Preprocessing/3.1 House_Price.csv.csv 53.5 KB |
| 5. Data Preprocessing/4. Importing the dataset into R.mp4 16.0 MB |
| 5. Data Preprocessing/4. Importing the dataset into R.vtt 2.3 KB |
| 5. Data Preprocessing/4.1 House_Price.csv.csv 53.5 KB |
| 5. Data Preprocessing/5. Project Exercise 1.html 0.4 KB |
| 5. Data Preprocessing/5.1 Movie_collection_train.csv.csv 43.3 KB |
| 5. Data Preprocessing/6. Univariate Analysis and EDD.mp4 27.3 MB |
| 5. Data Preprocessing/6. Univariate Analysis and EDD.vtt 3.1 KB |
| 5. Data Preprocessing/7. EDD in R.mp4 112.3 MB |
| 5. Data Preprocessing/7. EDD in R.vtt 10.1 KB |
| 5. Data Preprocessing/8. Project Exercise 2.html 0.2 KB |
| 5. Data Preprocessing/9. Outlier Treatment.mp4 27.8 MB |
| 5. Data Preprocessing/9. Outlier Treatment.vtt 4.0 KB |
| 5. Data Preprocessing/10. Outlier Treatment in R.mp4 38.0 MB |
| 5. Data Preprocessing/10. Outlier Treatment in R.vtt 3.8 KB |
| 5. Data Preprocessing/11. Project Exercise 3.html 0.2 KB |
| 5. Data Preprocessing/12. Missing Value imputation.mp4 27.6 MB |
| 5. Data Preprocessing/12. Missing Value imputation.vtt 3.6 KB |
| 5. Data Preprocessing/13. Missing Value imputation in R.mp4 31.8 MB |
| 5. Data Preprocessing/13. Missing Value imputation in R.vtt 3.1 KB |
| 5. Data Preprocessing/14. Project Exercise 4.html 0.2 KB |
| 5. Data Preprocessing/15. Seasonality in Data.mp4 20.9 MB |
| 5. Data Preprocessing/15. Seasonality in Data.vtt 3.3 KB |
| 5. Data Preprocessing/16. Bi-variate Analysis and Variable Transformation.mp4 113.8 MB |
| 5. Data Preprocessing/16. Bi-variate Analysis and Variable Transformation.vtt 16.1 KB |
| 5. Data Preprocessing/17. Variable transformation in R.mp4 67.9 MB |
| 5. Data Preprocessing/17. Variable transformation in R.vtt 8.0 KB |
| 5. Data Preprocessing/18. Project Exercise 5.html 0.3 KB |
| 5. Data Preprocessing/19. Non Usable Variables.mp4 24.0 MB |
| 5. Data Preprocessing/19. Non Usable Variables.vtt 4.8 KB |
| 5. Data Preprocessing/20. Dummy variable creation Handling qualitative data.mp4 40.6 MB |
| 5. Data Preprocessing/20. Dummy variable creation Handling qualitative data.vtt 4.3 KB |
| 5. Data Preprocessing/21. Dummy variable creation in R.mp4 52.3 MB |
| 5. Data Preprocessing/21. Dummy variable creation in R.vtt 4.5 KB |
| 5. Data Preprocessing/22. Project Exercise 6.html 0.2 KB |
| 5. Data Preprocessing/23. Correlation Matrix and cause-effect relationship.mp4 81.3 MB |
| 5. Data Preprocessing/23. Correlation Matrix and cause-effect relationship.vtt 9.7 KB |
| 5. Data Preprocessing/24. Correlation Matrix in R.mp4 95.0 MB |
| 5. Data Preprocessing/24. Correlation Matrix in R.vtt 8.1 KB |
| 5. Data Preprocessing/25. Project Exercise 7.html 0.3 KB |
| 6. Linear Regression Model/1. The problem statement.mp4 10.7 MB |
| 6. Linear Regression Model/1. The problem statement.vtt 1.4 KB |
| 6. Linear Regression Model/2. Basic equations and Ordinary Least Squared (OLS) method.mp4 50.2 MB |
| 6. Linear Regression Model/2. Basic equations and Ordinary Least Squared (OLS) method.vtt 8.7 KB |
| 6. Linear Regression Model/3. Assessing Accuracy of predicted coefficients.mp4 104.4 MB |
| 6. Linear Regression Model/3. Assessing Accuracy of predicted coefficients.vtt 14.0 KB |
| 6. Linear Regression Model/4. Assessing Model Accuracy - RSE and R squared.mp4 49.7 MB |
| 6. Linear Regression Model/4. Assessing Model Accuracy - RSE and R squared.vtt 7.1 KB |
| 6. Linear Regression Model/5. Simple Linear Regression in R.mp4 50.6 MB |
| 6. Linear Regression Model/5. Simple Linear Regression in R.vtt 7.1 KB |
| 6. Linear Regression Model/6. Project Exercise 8.html 0.3 KB |
| 6. Linear Regression Model/7. Multiple Linear Regression.mp4 38.9 MB |
| 6. Linear Regression Model/7. Multiple Linear Regression.vtt 5.1 KB |
| 6. Linear Regression Model/8. The F - statistic.mp4 64.2 MB |
| 6. Linear Regression Model/8. The F - statistic.vtt 8.0 KB |
| 6. Linear Regression Model/9. Interpreting result for categorical Variable.mp4 27.1 MB |
| 6. Linear Regression Model/9. Interpreting result for categorical Variable.vtt 4.7 KB |
| 6. Linear Regression Model/10. Multiple Linear Regression in R.mp4 73.1 MB |
| 6. Linear Regression Model/10. Multiple Linear Regression in R.vtt 7.1 KB |
| 6. Linear Regression Model/11. Project Exercise 9.html 0.3 KB |
| 6. Linear Regression Model/12. Test-Train split.mp4 49.2 MB |
| 6. Linear Regression Model/12. Test-Train split.vtt 9.0 KB |
| 6. Linear Regression Model/13. Bias Variance trade-off.mp4 29.6 MB |
| 6. Linear Regression Model/13. Bias Variance trade-off.vtt 5.7 KB |
| 6. Linear Regression Model/14. Test-Train Split in R.mp4 91.0 MB |
| 6. Linear Regression Model/14. Test-Train Split in R.vtt 7.3 KB |
| 6. Linear Regression Model/15. Linear models other than OLS.mp4 19.2 MB |
| 6. Linear Regression Model/15. Linear models other than OLS.vtt 3.9 KB |
| 6. Linear Regression Model/16. Subset Selection techniques.mp4 87.1 MB |
| 6. Linear Regression Model/16. Subset Selection techniques.vtt 11.2 KB |
| 6. Linear Regression Model/17. Subset selection in R.mp4 76.6 MB |
| 6. Linear Regression Model/17. Subset selection in R.vtt 6.7 KB |
| 6. Linear Regression Model/18. Project Exercise 10.html 0.2 KB |
| 6. Linear Regression Model/19. Shrinkage methods - Ridge Regression and The Lasso.mp4 38.7 MB |
| 6. Linear Regression Model/19. Shrinkage methods - Ridge Regression and The Lasso.vtt 7.2 KB |
| [ FreeCourseWeb.com ] Support Us.url 0.2 KB |
| 6. Linear Regression Model/20. Ridge regression and Lasso in R.vtt 9.9 KB |
| 6. Linear Regression Model/21. Project Exercise 11.html 0.4 KB |
| 6. Linear Regression Model/22. Final Project Exercise.html 0.3 KB |
| 6. Linear Regression Model/22.1 Movie_collection_test.csv.csv 11.7 KB |
| 6. Linear Regression Model/23. Course Conclusion.html 1.7 KB |
- Torrent indexed: 6 years
- Torrent updated: Saturday 16th of March 2019 02:03:46 PM
- Torrent hash: 7E92BBEDA65A72B19FB72B31BCCE6F05505D10F7
- Torrent size: 2.8 GB
- Torrent category: Other
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