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