Linear Machine Learning Algorithms Visually Explained
course

#scikit-learn#gradient descent#linear regression#algorithms

Understand the logic behind the machine learning algorithms with visual explanations and concrete code examples.

Contenu

1. Algorithms

7 lessons

Introduction

Model

Supervised Algorithms

Unsupervised Algorithms

Quiz

Challenge

Resources

2. Linear regression

13 lessons

Introduction

Hypothesis function

Error function

Loss function

Gradient descent

Multiple linear regression

Polynomial regression

Regularization

Normalization

Quiz

Challenge

Code application

Resources

3. Logistic regression

7 lessons

Introduction

Sigmoid function

Softmax function

Quiz

Challenge

Code application

Resources

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