ファイル | サイズ |
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1. Introduction/1. Welcome to the course!.mp4 | 15.41 MB |
1. Introduction/1. Welcome to the course!.vtt | 2.52 kB |
1. Introduction/2. Course contents.mp4 | 47.04 MB |
1. Introduction/2. Course contents.vtt | 7.91 kB |
2. Basics of Statistics/1. Types of Data.mp4 | 25.86 MB |
2. Basics of Statistics/1. Types of Data.vtt | 4.32 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. 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. Measures of Centers.mp4 | 45.68 MB |
2. Basics of Statistics/4. Measures of Centers.vtt | 6.42 kB |
2. Basics of Statistics/5. Practice Exercise 1.html | 354.00 B |
2. Basics of Statistics/5.1 Exercise 1.pdf.pdf | 553.83 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. Practice Exercise 2.html | 295.00 B |
2. Basics of Statistics/7.1 Exercise 2.pdf.pdf | 469.93 kB |
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 | 4.94 kB |
3. Getting started with R and R studio/2. Basics of R and R studio.mp4 | 48.19 MB |
3. Getting started with R and R studio/2. Basics of R and R studio.vtt | 9.43 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 | 9.91 kB |
3. Getting started with R and R studio/4. Inputting data part 1 Inbuilt datasets of R.mp4 | 46.15 MB |
3. Getting started with R and R studio/4. Inputting data part 1 Inbuilt datasets of R.vtt | 3.52 kB |
3. Getting started with R and R studio/5. Inputting data part 2 Manual data entry.mp4 | 30.87 MB |
3. Getting started with R and R studio/5. Inputting data part 2 Manual data entry.vtt | 2.55 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 | 5.55 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 | 11.73 kB |
3. Getting started with R and R studio/8. Creating Histograms in R.mp4 | 51.50 MB |
3. Getting started with R and R studio/8. Creating Histograms in R.vtt | 5.12 kB |
4. Introduction to Machine Learning/1. Introduction to Machine Learning.mp4 | 123.88 MB |
4. Introduction to Machine Learning/1. Introduction to Machine Learning.vtt | 16.30 kB |
4. Introduction to Machine Learning/2. Building a Machine Learning model.mp4 | 45.27 MB |
4. Introduction to Machine Learning/2. Building a Machine Learning model.vtt | 8.59 kB |
4. Introduction to Machine Learning/3. Introduction to Machine learning quiz.html | 163.00 B |
5. Data Preprocessing/1. Gathering Business Knowledge.mp4 | 25.11 MB |
5. Data Preprocessing/1. Gathering Business Knowledge.vtt | 3.45 kB |
5. Data Preprocessing/10. Outlier Treatment in R.mp4 | 37.97 MB |
5. Data Preprocessing/10. Outlier Treatment in R.vtt | 3.81 kB |
5. Data Preprocessing/11. Project Exercise 3.html | 233.00 B |
5. Data Preprocessing/12. Missing Value imputation.mp4 | 27.56 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 | 238.00 B |
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. 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 | 67.85 MB |
5. Data Preprocessing/17. Variable transformation in R.vtt | 7.98 kB |
5. Data Preprocessing/18. Project Exercise 5.html | 286.00 B |
5. Data Preprocessing/19. Non Usable Variables.mp4 | 23.95 MB |
5. Data Preprocessing/19. Non Usable Variables.vtt | 4.80 kB |
5. Data Preprocessing/2. Data Exploration.mp4 | 23.41 MB |
5. Data Preprocessing/2. Data Exploration.vtt | 3.21 kB |
5. Data Preprocessing/20. Dummy variable creation Handling qualitative data.mp4 | 40.61 MB |
5. Data Preprocessing/20. Dummy variable creation Handling qualitative data.vtt | 4.31 kB |
5. Data Preprocessing/21. Dummy variable creation in R.mp4 | 52.26 MB |
5. Data Preprocessing/21. Dummy variable creation in R.vtt | 4.54 kB |
5. Data Preprocessing/22. Project Exercise 6.html | 202.00 B |
5. Data Preprocessing/23. Correlation Matrix and cause-effect relationship.mp4 | 81.28 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 | 288.00 B |
5. Data Preprocessing/3. The Data and the Data Dictionary.mp4 | 78.57 MB |
5. Data Preprocessing/3. The Data and the Data Dictionary.vtt | 6.89 kB |
5. Data Preprocessing/3.1 House_Price.csv.csv | 53.49 kB |
5. Data Preprocessing/4. Importing the dataset into R.mp4 | 15.98 MB |
5. Data Preprocessing/4. Importing the dataset into R.vtt | 2.29 kB |
5. Data Preprocessing/4.1 House_Price.csv.csv | 53.49 kB |
5. Data Preprocessing/5. Project Exercise 1.html | 431.00 B |
5. Data Preprocessing/5.1 Movie_collection_train.csv.csv | 43.31 kB |
5. Data Preprocessing/6. Univariate Analysis and EDD.mp4 | 27.29 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 | 177.00 B |
5. Data Preprocessing/9. Outlier Treatment.mp4 | 27.76 MB |
5. Data Preprocessing/9. Outlier Treatment.vtt | 3.99 kB |
6. Linear Regression Model/1. The problem statement.mp4 | 10.67 MB |
6. Linear Regression Model/1. The problem statement.vtt | 1.44 kB |
6. Linear Regression Model/10. Multiple Linear Regression in R.mp4 | 73.09 MB |
6. Linear Regression Model/10. Multiple Linear Regression in R.vtt | 7.13 kB |
6. Linear Regression Model/11. Project Exercise 9.html | 327.00 B |
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. Bias Variance trade-off.mp4 | 29.58 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 | 91.04 MB |
6. Linear Regression Model/14. Test-Train Split in R.vtt | 7.33 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. 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 | 199.00 B |
6. Linear Regression Model/19. Shrinkage methods - Ridge Regression and The Lasso.mp4 | 38.67 MB |
6. Linear Regression Model/19. Shrinkage methods - Ridge Regression and The Lasso.vtt | 7.18 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/20. Ridge regression and Lasso in R.mp4 | 124.24 MB |
6. Linear Regression Model/20. Ridge regression and Lasso in R.vtt | 9.86 kB |
6. Linear Regression Model/21. Project Exercise 11.html | 398.00 B |
6. Linear Regression Model/22. Final Project Exercise.html | 329.00 B |
6. Linear Regression Model/22.1 Movie_collection_test.csv.csv | 11.72 kB |
6. Linear Regression Model/23. Course Conclusion.html | 1.67 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. Assessing Model Accuracy - RSE and R squared.mp4 | 49.73 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 | 50.59 MB |
6. Linear Regression Model/5. Simple Linear Regression in R.vtt | 7.10 kB |
6. Linear Regression Model/6. Project Exercise 8.html | 322.00 B |
6. Linear Regression Model/7. Multiple Linear Regression.mp4 | 38.91 MB |
6. Linear Regression Model/7. Multiple Linear Regression.vtt | 5.08 kB |
6. Linear Regression Model/8. The F - statistic.mp4 | 64.16 MB |
6. Linear Regression Model/8. The F - statistic.vtt | 7.98 kB |
6. Linear Regression Model/9. Interpreting result for categorical Variable.mp4 | 27.15 MB |
6. Linear Regression Model/9. Interpreting result for categorical Variable.vtt | 4.68 kB |
How to Support [ FreeCourseWeb.com ] for Free.txt | 323.00 B |
Torrent Downloaded From GloDls.to.txt | 84.00 B |
[ FreeCourseWeb.com ] Support Us.url | 173.00 B |