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Course content from ACM AI's Winter 2022 iteration of beginner track workshops.

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ACM AI Beginner Track

Course content from ACM AI's Winter 2022 iteration of beginner track workshops.

Software Used: Python3 (Google Colaboratory + Jupyter Notebook), TensorFlow (Playground), scikit-learn, NumPy, Pandas

Asset Cluster: https://tinyurl.com/acm-ai-beginner-assets

Guiding Officers: Jenson Choi, Sudhanshu Agarwal, Claire Huang, Naman Modani

Course Material

Workshop Agenda Date
1 Intro to ML January 13
2 K-Nearest Neighbors January 20
3 Linear Regression January 27
4 Logistic Regression February 3
5 Multiclass Classification February 10
6 Machine Learning Libraries February 17
7 Guided Project - I February 24
8 Guided Project - II March 3

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Course content from ACM AI's Winter 2022 iteration of beginner track workshops.

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