Week 1

Overview of Machine Learning and Bias-variance tradeoff

Prepare

📖 Read the syllabus.

📖 Get your laptop and computing environment ready!

📖 Refresh your probability/statistics and linear algebra.

Participate

🖥️ Slides - Welcome to MSSC 6250

🖥️ Slides - Overview of Machine Learning

🖥️ Slides - Bias-variance Tradeoff

Reading and Resources

📖 ISL Ch 1, 2

📖 Dr. Yu MSSC 5780 Probability and Statistics Review

📖 Dr. Yu MSSC 5780 Linear Algebra Review

📖 Check any math you need from MML Ch 2 - 6

Perform

📋 Decide whether this is the right course for you by the drop deadline 1/21.



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