Linear Machine Learning Algorithms Visually Explainedcourse
#scikit-learn#gradient descent#linear regression#algorithms
Understand the logic behind the machine learning algorithms with visual explanations and concrete code examples.
Contents
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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