From 3d71ea0126021cf48137a32a36c5256d89cc0c4f Mon Sep 17 00:00:00 2001 From: CampusX <53361867+campusx-official@users.noreply.github.com> Date: Thu, 13 Jan 2022 16:55:44 +0530 Subject: [PATCH] Update README.md --- README.md | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index b7df476..248cefc 100644 --- a/README.md +++ b/README.md @@ -181,7 +181,12 @@ The goal of this level is to get you introduced to the practical side of machine 1. Feature Construction - https://www.youtube.com/watch?v=ma-h30PoFms 19. #### Feature Selection 21. #### Cross Validation -22. #### Modelling - Stacking and Blending + 1. What is cross-validation? - https://www.youtube.com/watch?v=fSytzGwwBVw + 2. Holdout Method - https://www.youtube.com/watch?v=4NnI3SBuww4 + 3. K-Fold Cross Validation - https://www.youtube.com/watch?v=gJo0uNL-5Qw + 4. Leave 1 Out Cross Validation - https://www.youtube.com/watch?v=yxqcHWQKkdA + 5. Time series cross validation - https://www.youtube.com/watch?v=g9iO2AwTXyI +23. #### Modelling - Stacking and Blending 1. Stacking - https://www.youtube.com/watch?v=O-aDHBGMqXA 24. #### Model Tuning and Selection 25. #### Handling Overfitting