CS 412: Intro to Machine Learning

Course Overview

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This course provides an introduction to the fundamental concepts and algorithms in machine learning. Topics include supervised and unsupervised learning, decision trees, regression, SVMs, neural networks, and clustering techniques, with an emphasis on both theoretical foundations and practical implementation.

Weekly Schedule

Resources

• The Elements of Statistical Learning (ESL)
• Scikit-learn Documentation
• Google Colab for ML Assignments

Course Logistics

Instructor: Prof. Aadirupa Saha
Email: aadirupa@uic.edu
Office Hours: TBD