Non-Linear Machine Learning Algorithms and Ensemble Methods Visually Explained
course

#algorithms#ensemble methods#naive bayes

Understand the logic behind the non-linear machine learning algorithms and Ensemble methods with visual explanations and concrete code examples.

Contents

1. Non-Linear Machine Learning Algorithms

1 lesson

Introduction

2. Naive Bayes

4 lessons

Introduction

Quiz

Challenge

Code application

3. Decision Trees

6 lessons

Introduction

Gini index

Entropy

Quiz

Challenge

Code application

4. Support Vector Machine

4 lessons

Introduction

Quiz

Challenge

Code application

5. Ensemble Methods

7 lessons

Introduction

Random Forest

Gradient Boosting

XGBoost

Quiz

Challenge

Code application

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