Name                                                               Last modified      Size  
 Parent Directory                                                                        -   
 053 The Problem Statement.en.srt                                   2026-02-27 13:46  1.7K  
 053 The Problem Statement.mp4                                      2026-02-27 13:46  9.4M  
 054 Basic Equations and Ordinary Least Squares (OLS) method.en.srt 2026-02-27 13:46   10K  
 054 Basic Equations and Ordinary Least Squares (OLS) method.mp4    2026-02-27 13:46   43M  
 055 Assessing accuracy of predicted coefficients.en.srt            2026-02-27 13:46   17K  
 055 Assessing accuracy of predicted coefficients.mp4               2026-02-27 13:46   92M  
 056 Assessing Model Accuracy RSE and R squared.en.srt              2026-02-27 13:46  8.4K  
 056 Assessing Model Accuracy RSE and R squared.mp4                 2026-02-27 13:46   44M  
 057 Simple Linear Regression in Python.en.srt                      2026-02-27 13:46   13K  
 057 Simple Linear Regression in Python.mp4                         2026-02-27 13:46   63M  
 058 Simple Linear Regression in R.en.srt                           2026-02-27 13:46  9.3K  
 058 Simple Linear Regression in R.mp4                              2026-02-27 13:46   41M  
 059 Multiple Linear Regression.en.srt                              2026-02-27 13:46  6.3K  
 059 Multiple Linear Regression.mp4                                 2026-02-27 13:46   34M  
 060 The F - statistic.en.srt                                       2026-02-27 13:46  9.7K  
 060 The F - statistic.mp4                                          2026-02-27 13:47   56M  
 061 Interpreting results of Categorical variables.en.srt           2026-02-27 13:47  5.9K  
 061 Interpreting results of Categorical variables.mp4              2026-02-27 13:47   23M  
 062 Multiple Linear Regression in Python.en.srt                    2026-02-27 13:47   14K  
 062 Multiple Linear Regression in Python.mp4                       2026-02-27 13:47   70M  
 063 Multiple Linear Regression in R.en.srt                         2026-02-27 13:47  9.2K  
 063 Multiple Linear Regression in R.mp4                            2026-02-27 13:47   62M  
 064 Test-train split.en.srt                                        2026-02-27 13:47   11K  
 064 Test-train split.mp4                                           2026-02-27 13:47   42M  
 065 Bias Variance trade-off.en.srt                                 2026-02-27 13:47  7.0K  
 065 Bias Variance trade-off.mp4                                    2026-02-27 13:47   25M  
 066 Test train split in Python.en.srt                              2026-02-27 13:47  8.7K  
 066 Test train split in Python.mp4                                 2026-02-27 13:47   45M  
 067 Test-Train Split in R.en.srt                                   2026-02-27 13:47  9.4K  
 067 Test-Train Split in R.mp4                                      2026-02-27 13:47   76M  
 068 Regression models other than OLS.en.srt                        2026-02-27 13:47  4.8K  
 068 Regression models other than OLS.mp4                           2026-02-27 13:47   17M  
 069 Subset selection techniques.en.srt                             2026-02-27 13:47   14K  
 069 Subset selection techniques.mp4                                2026-02-27 13:47   79M  
 070 Subset selection in R.en.srt                                   2026-02-27 13:47  8.2K  
 070 Subset selection in R.mp4                                      2026-02-27 13:47   64M  
 071 Shrinkage methods Ridge and Lasso.en.srt                       2026-02-27 13:47  9.0K  
 071 Shrinkage methods Ridge and Lasso.mp4                          2026-02-27 13:47   33M  
 072 Ridge regression and Lasso in Python.en.srt                    2026-02-27 13:47   21K  
 072 Ridge regression and Lasso in Python.mp4                       2026-02-27 13:48  129M  
 073 Ridge regression and Lasso in R.en.srt                         2026-02-27 13:48   12K  
 073 Ridge regression and Lasso in R.mp4                            2026-02-27 13:48  103M  
 074 Heteroscedasticity.en.srt                                      2026-02-27 13:48  2.8K  
 074 Heteroscedasticity.mp4                                         2026-02-27 13:48   14M  

Recent Courses