*Sanjeev Arora, Princeton University.*

I have placed course material for my main courses online: COS324: Introduction to Machine Learning,

and COS 514: Fundamentals of Deep Learning.

**Some old course pages:**

- Fall 2015: COS
521: Grad Algorithms.

- Spring 2015: COS
598D: Overcoming Intractability in Machine Learning.

- Fall 2014: COS
521: Grad Algorithms.

- Spring 2014: COS
522: Advanced Computational Complexity

- Fall 2013: COS521
Grad Algorithms.

- Spring 2012 COS521
(Advanced Algorithms) and Is
Learning Easy?

- Fall 2011 COS
522 (Advanced Complexity Theory)

- Spring 2011 COS116
Computational Universe

- Fall 2010 COS487
Theory of Computation.

- Spring 2010 COS 522

- Fall 2009 COS597C:
How to Solve It

- Spring 2009
- Fall 2008 COS487 and COS521

- Spring 2008 COS116

- Fall 2007: COS597D: How to think like a theorist
- Spring 2006: COS116: The Computational Universe.
- Fall 2005: COS521: Advanced Algorithm Design.
- Spring 2005: COS598B:
Seminar
in Algorithms and Complexity.

- Fall 2004: COS522:
Computational
Complexity Theory.

- Spring 2004: COS111, Computers and Computing
- Spring 2003: COS522:Advanced Complexity Theory.
- Fall 2002: Theorist's Toolkit
- COS 487, Theory of Computation. The link is to the webpage from the time I taught it last.
- COS522: Advanced Complexity Theory.
- COS 594: Advanced topics: Algorithms and Complexity