CS/DSA 5703: Machine Learning Practice (Asynchronous): Lectures

• August 22: Class Introduction (module 1)

• August 24: Server Configuration (module 2)

• August 24-31: Python Overview (module 3)

• Sept 1-8: Pandas and Numpy (module 4)

• Sept 11 - Sept 20: Classifiers (module 5)

• Sept 22 - Oct 4: Regression (module 6)

• Oct 7 - 14: Cross-Validation

• Oct 16 - 18: Logistic Regression

• Oct 18 - 25: Support Vector Machines

• Oct 27 - Nov 1: Decision Trees

• Nov 1 - 10: Ensemble Methods

• Nov 14: Principal Component Analysis

• Nov 16 - 28: Embedding Methods

• Dec 4 - Dec 7: Clustering

• Dec 7: Wrap-Up

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Last modified: Mon Dec 4 12:11:40 2023