There are fils I used when I learning Maching Learning at coursera.org

Notes are written using the markdown syntax

Codes are matlab and I will add python version later.

Files

Tutorial

• Lecture5.pdf
• 00 Introduction.md

Linear Regression

• Exercise-1
• Lecture1.pdf
• Lecture2.pdf
• Lecture3.pdf
• Lecture4.pdf
• 01 Linear Regression with One Variable.md
• 02 Multivariate Linear Regression.md

Logistic Regression

• Lecture6.pdf
• 03 Logistic Regression.md

Regularization

• Exercise-2
• Lecture7.pdf
• 04 Regularization

PB Neural Networks

• Exercise-3
• Exercise-4
• Lecture8.pdf
• Lecture9.pdf
• 05 Neural Networks