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0:07:22

XGBoost for Regression – Saisha's Tech

0:09:01

Regularization – Saisha's Tech

0:08:40

Gradient Boost for Classification – Saisha's Tech

0:10:38

Gradient Boost for Regression – Saisha's Tech

0:15:00

AdaBoost – Saisha's Tech

0:09:22

Random Forest in R with hyper parameter tuning – Saisha's Tech

0:08:01

Random Forest – Saisha's Tech

0:09:22

Types of Ensemble – Saisha's Tech

0:08:28

Ensemble Introduction

0:11:06

Decision Tree in R – Saisha's Tech

0:05:37

Resolving Decision Tree Over fitting – Saisha's Tech

0:09:34

Decision Tree for Regression – Saisha's Tech

0:09:16

Decision Tree for Classification – Saisha's Tech

0:13:19

Decision Tree Basics – Saisha's Tech

0:09:54

Logistic Regression in R – Saisha's Tech

0:08:00

Multiclass Logistic Regression & Odds Ratio – Saisha's Tech

0:12:50

Logistic Regression – Saisha's Tech

0:06:49

Linear Regression for Classification – Saisha's Tech

0:08:17

Maximum Likelihood Estimation – Saisha's Tech

0:09:35

Linear Regression in R – Saisha's Tech

0:13:18

Linear Regression – Saisha's Tech

0:10:56

Gradient Descent – Saisha's Tech

0:07:41

Maxima and Minima – Saisha's Tech

0:08:20

K Fold Cross Validation – Saisha's Tech