Statistics & Probability Lecture Review
Introduction of Statistics (2023) Whole Lecture Review
Introduction of Statistics (2023) Whole Lecture Review
Linear Algebra & Matrix for Programmers
Implementation Step by Step
Building a Decision Tree & Random Forest (1) - Key Concepts & How it Works
Information Gain (2) - Entropy & Classification Error
Components, How it Works & Maximizing Information Gain (1) - Gini Impurity
Solving Nonlinear Problems - Using a Kernal SVM
SVM: Nonlinear Separable Case
Basic Concepts and Mathematical Formulations
How To Train in Scikit-Learn, and Regularization with LR model