coursera-ML-specialization

This branch contains my assignments in University of Washington machine learning specialization .

course 2: regression

Week 1 assignment
Week 2 assignment 1
Week 2 assignment 2
Week 3 assignment
Week 4 assignment 1
Week 4 assignment 2
Week 5 assignment 1
Week 5 assignment 2
Week 6 assignment

course 3: classification

Week 1 assignment: Predicting sentiment from product reviews
Week 2 assignment 2: Logistic Regression with L2 regularization
Week 3 assignment 1: Identifying safe loans with decision trees
Week 3 assignment 2: Implementing binary decision trees
Week 4 assignment: Decision Trees in Practice
Week 5 assignment 1: Exploring Ensemble Methods
Week 5 assignment 2: Boosting a Decision Stump
Week 6 assignment: Exploring Precision and Recall

Course 4: Clustering & Retrieval

Week 2 assignment 1: Choosing features and metrics for nearest neighbor search