100% Free Machine Learning Course

Syllabus – What you will learn from this course

1.Introduction

2.Linear Regression with One Variable

3.Linear Algebra Review

4.Linear Regression with Multiple Variables

5.Octave/Matlab Tutorial

6.Logistic Regression

7.Regularization

8.Neural Networks: Representation

9.Neural Networks: Learning

10.Advice for Applying Machine Learning

11.Machine Learning System Design

12.Support Vector Machines

13.Unsupervised Learning

14.Dimensionality Reduction

15.Anomaly Detection

16.Recommender Systems

17.Large Scale Machine Learning

18.Application Example: Photo OCR

Skills you will gain

Logistic Regression

Artificial Neural Network

Machine Learning (ML) Algorithms

Machine Learning


Machine Learning?

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