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CSE 572: Data Mining (Spring 2023)

Github repository for assignments in CSE 572: Data Mining (Spring 2023 semester) at Arizona State University

Lectures

Labs

Lab 1 Open In Colab

January 10, 2023 - Python, Numpy, and Pandas refresher

Lab 2 Open In Colab

January 12, 2023 - Exploring, describing, visualizing, and cleaning datasets

Lab 3 Open In Colab

January 17, 2023 - Dataset preparation (sampling, splitting, and scaling)

Lab 4 Open In Colab

January 19, 2023 - Classification (k nearest neighbors)

Lab 5 Open In Colab

January 24, 2023 - Tree-based classifiers

Lab 6 Open In Colab

January 26, 2023 - Naive Bayes classifier

Lab 7 Open In Colab

February 7, 2023 - Support vector machines

Lab 8 Open In Colab

February 9, 2023 - Logistic regression

Lab 9 Open In Colab

February 14, 2023 - Neural networks

Homeworks

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