MITx: 15.071x The Analytics Edge (edX)

These are my notes and solutions to The Analytics Edge course on edX.

Unit 1: An Introduction to Analytics

Unit 2: Linear Regression

Unit 3: Logistic Regression

Unit 4: Trees

Unit 5: Text Analytics

Unit 6: Clustering

Kaggle Competition

Unit 7: Visualization

Unit 8: Linear Optimization

Unit 9: Integer Optimization

Final

Useful links

https://cran.r-project.org/doc/contrib/Short-refcard.pdf

https://drive.google.com/file/d/0B5xZMW_NyNfFNDFyLXoxV0tQaHM/view?pref=2&pli=1

https://docs.google.com/document/d/1MXVZEmM8KXiuXLeo424rxhkwgiEWDnX3jrKJd-ozCKU/edit

https://docs.google.com/document/d/19DZe_iKKs4OCSxolURpM13rZk3e1WGklUDmiGn3F_zg/edit