Tree Based Methods
Brightspace LMS
MSDS Program Page
CUNYfirst
Announcements
Schedule
Course information
Syllabus
Instructor
Data Project
Software
Textbooks
Topics
Introduction to the course
1 - Introduction to Modeling
2 - Linear regression
3 - Multiple regression
4 - Logistic Regression
5 - Generative Models for Classification
6 - Resampling Methods
7 - Tree Based Methods
8 - Ensemble Methods
9 - Support Vector Machines
10 - Principal Component Analysis
11 - Clustering Methods
12 - Missing data
13 - Bayesian Analysis
Tree Based Methods
Meetups
Slides and recording for the
Tree Based Methods
meetup.
Published
October 12, 2026
Click here
to open the slides(
PDF
).