gicheonkang/machine-learning-coursera

✌🏻Machine Learning Course by Andrew Ng on Coursera. Assignments are included with Matlab and Tensorflow Version.

Machine Learning Course on Coursera

Master Machine Learning, and Break into AI

Instructor: Andrew Ng

Introduction

This repo contains all my work for this course.
All the MATLAB based assignments, and Advanced Version of assignments with Tensorflow and Notebook !

Programming Assignments

(Basic)MATLAB, Octave Version

• Week 2 - Linear Regression with a Neural Network mindset
• Week 3 - Logistic Regression with a Neural Network mindset
  
• Week 4 - Neural Network Representation and Multi-class Classification
• Week 5 - Neural Network Learning with Forward Prop and Back Prop
  
• Week 6 - Concepts of Bias/Variance, Applying Proper Solution
  
• Week 7 - What is a Support Vector Machine?
• Week 8 - K-means Clustering and PCA
• Week 9 - Anomaly Detection and Recommender System

(Advanced)Python, Tensorflow Version

• TF IMPLEMENTATIONS(Recommended)

Milestones

 - 2017-11-12: First Commit ! ✌🏻
 - 2017-11-19: WEEK 2,3 Assignments are Uploaded.
 - 2017-11-26: WEEK 4 Assignments are Uploaded.
 - 2017-12-03: WEEK 5 Assignments are Uploaded.
 - 2017-12-09: WEEK 6 Assignments are Uploaded.
 - 2018-01-12: WEEK 7 Assignments are Uploaded.
 - 2018-01-16: WEEK 8 Assignments are Uploaded. tensorFlow implementations are ongoing
 - 2018-01-26: WEEK 9 Assignments are Uploaded.