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Course Schedule

Introduction

Clustering

Singular Value Decomposition

Classification

Mar 3
MIDTERM 1
Mar 5
NO CLASS
Mar 8 - Mar 16
SPRING BREAK
Mar 17
Guest Lecture from Ge: the Development of Language Models: RNN -> LSTM -> Transformer -> ChatGPT -> DeepSeek
Mar 19
Intro to Classification - worksheet
Mar 24
Decision Trees - worksheet
Mar 26
Naive Bayes + Model Evaluation - worksheet
Mar 31
Support Vector Machines (linear/non linear) - worksheet
MIDTERM REPORT
Apr 2
Recommender Systems + MIDTERM 2 LAUNCH
Apr 7
MIDTERM REVIEW

Regression

Neural Networks

Apr 30
Fundamentals of Neural Networks
May 1
FINAL REPORT
Date TBD
FINAL EXAM