This repository contains the solutions to the programming assignments and quizes for Coursera
All the programming assignments are implemented using numpy, pandas, matplotlib and sklearn.
University of Washington
Week | Description |
---|---|
Week 1 | Linear Classifiers & Logistic Regression |
Week 2 | Linear Classifiers & Logistic Regression |
Week 3 | Decision Trees |
Week 4 | Preventing Overfitting in Decision Trees & Handling Missing Data |
Week 5 | Boosting |
Week 6 | Precision-Recall |
Week 7 | Scaling to Huge Datasets & Online Learning |