Instructor: Prof. INDIKA Rajapakse (indikar@umich.edu)

Graduate Student Instructor (GSI): RAM Prakash (nuvi@umich.edu)

Location: UMMA Auditorium (Room: UMMA061)

Class Time: Tuesday and Thursday, 2:30 PM - 4:00 PM

Office Hours:  INDIKA Rajapakse - Wednesday and Friday, 3:00 PM - 5:00 PM, RAM Prakash - TBD

Links

• Syllabus

• Topics and Timeline (Topics and Timeline subject to change without notice. Please check regularly)

• Piazza (Please sign in and add yourself to the course if you have not already)

• Course Feedback Form

• Challenge Problem!

References of Interest

• Simplicity, Rigor, and Magic

• James Simons: My Guiding Principles

• MATLAB: 1) MATLAB Tutorial 2) Basic Functions Reference

• Digital Library and TwinCell Blueprint: An unofficial digital library I maintain that contains books and papers on topics related to my research and teaching

• Great book with codes: Cleve Moler. Numerical computing with MATLAB. Society for Industrial and Applied Mathematics, (2004), Solutions to Exercises

• Christopher Bishop and Hugh Bishop's Book and Web Site

• Gilbert Strang's Book

• Lars Eldén's Book

• Nathan Kutz's Book and Codes

• Graph Representation Learning Book

• Cover TM. Elements of information theory. John Wiley & Sons; 1999. 

• Great book with codes: Nonnegative Matrix and Tensor Factorizations 

GENERAL READING

I will add to this list throughout the semester

1. Rajapakse, Indika. "Conversation with Dr. Steve Smale and Dr. Lee Hartwell." NOTICES OF THE AMERICAN MATHEMATICAL SOCIETY 68, no. 9. 

2. Aksoy SG, Hagberg A, Joslyn CA, Kay B, Purvine E, Young SJ. Models and Methods for Sparse (Hyper) Network Science in Business, Industry, and Government. NOTICES OF THE AMERICAN MATHEMATICAL SOCIETY.;69(2). 

3. Vaswani, Ashish, et al. "Attention is all you need." Advances in neural information processing systems 30 (2017).

4. Kolda T. Mathematics: The Tao of Data Science. (2020).

5. Turing, Alan Mathison. "The chemical basis of morphogenesis." Bulletin of mathematical biology 52.1-2 (1990): 153-197.