CS/DSA 5970-008: Machine Learning Practice: Lectures
August 24:
Class Introduction
August 26:
Server Configuration
August 26-31:
Python Overview
Sept 2-9:
Pandas and Numpy
Sept 14 - Sept 21:
Classifiers
Sept 23 - Oct 5:
Regression
Oct 7 - 14:
Cross-Validation
Oct 19:
Logistic Regression
Oct 21 - 26:
Support Vector Machines
Oct 28 - Nov 2:
Decision Trees
Nov 4 - 11:
Ensemble Methods
Nov 16:
Principal Component Analysis
Nov 18 - 30:
Embedding Methods
Dec 2 - Dec 7:
Clustering
Dec 9:
Semi-Supervised Learning
Wrap-Up
andrewhfagg at gmail.com
Last modified: Tue Dec 7 00:26:29 2021