ALY 6040: Data Mining
These notes cover major themes, concepts, and code covered in my Data Mining course in the Northeastern University Masters in Analytics program. The materials were developed by myself as a supplement to my lectures and live coding sessions. They reflect my personal philosophy towards teaching and practicing data mining, with the specific backgrounds and needs of my students in mind.
- Instructor Notes 1: Data mining and modeling
- Instructor Notes 2: EDA I & data cleaning
- Instructor Notes 3: EDA II & feature engineering
- Instructor Notes 4: Model interpretation & evaluation
[Last updated: Oct 27, 2019]