COS 302 / SML 305: Mathematics for Numerical Computing and Machine Learning

Contact: cos302-s21@lists.cs.princeton.edu
Course Google Calendar

Prof. Ryan Adams (OH: Mon/Wed 1-3pm) Zoom

TA: Joshua Aduol (OH: TBD)
TA: Jad Rahme (OH: TBD)
TA: Geoffrey Roeder (OH: TBD)


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Announcements


Schedule

Subject to change.

Linear Algebra

Week 1: February 1-5, 2021

Assignment 1 Out

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Readings and Supplementary Material:


Week 2: February 8-12, 2021

Assignment 1 Due 6pm ET Friday 12 Feb 2021
Assignment 2 Out

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Week 3: February 15-19, 2021

Assignment 2 Due 6pm ET Friday 19 Feb 2021
Assignment 3 Out

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Week 4: February 22-26, 2021

Assignment 3 Due 6pm ET Friday 26 Feb 2021
Assignment 4 Out

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Week 5: March 1-5, 2021

Assignment 4 Due 6pm ET Friday 5 March 2021
Assignment 5 Out

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Week 6: March 8-12, 2021

Probability

Week 7: March 17-19, 2021 (short week)

Assignment 5 Due 6pm ET Friday 19 March 2021
Assignment 6 Out

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Week 8: March 22-26, 2021

Assignment 7 Out

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Week 9: March 29 - April 2, 2021

Assignment 7 Due 6pm ET Friday 2 April 2021
Assignment 8 Out

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Week 10: April 5-9, 2021

Assignment 8 Due 6pm ET Friday 9 April 2021
Assignment 9 Out

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Optimization

Week 11: April 12-16, 2021

Assignment 9 Due 6pm ET Friday 16 April 2021 Assignment 10 Out

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Week 12: April 19-23 2021

Assignment 10 Due 6pm ET Friday 23 April 2021

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Assignments


Grading


Required Book

Marc Peter Deisenroth, A. Aldo Faisal, and Cheng Soon Ong. Mathematics for Machine Learning. Cambridge University Press. 2020.
Freely available online.

Frequently Asked Questions