Some interesting links

General:

1. Inequalities Cheat Sheet
2. Optimization Inequalities Cheat Sheet
3. Maths Counterexamples
4. The Missing Semester of Your CS Education
5. The Good Research Code Handbook
6. arXiv Latex Cleaner
7. TE​Xnique: A LaTeX Typesetting Game
8. TeXtidote: a correction tool for LaTeX documents and other formats
9. latexindent.pl: a perl script to beautify/format/indent latex source code
10. How To Give A Colloquium
11. The Not So Short Introduction to LaTeX
12. Mathematical Writing by Donald E. Knuth, Tracy Larrabee, and Paul M. Roberts
13. UW-Madison Writer’s Handbook
14. Grammar, Punctuation, and Capitalization: A Handbook for Technical Writers and Editors
15. LaTeX -> Unicode (for texts/emails)

Related to Machine Learning and Statistics:

1. John Duchi’s lecture notes on Statistics and Information Theory
2. Joel Tropp’s lecture notes on Concentration Inequalities
3. (BASIC) Introduction to Statistical Learning Theory by Bousquet, Boucheron, and Lugosi
4. (ADVANCED) Theory of Classification: A Survey of Some Recent Advances
5. Endless educational material inspirations for Statistics classes (Some Examples: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54)

Maths $\cup$ Philosophy $\cup$ Humour $\cup$ Politics

(If you have any suggestions to add to this ever-expanding list, please send me an email/DM on Twitter. Thanks!)

1. Statistics of Inequality and Discrimination (2022, CMU)
2. Math of Social Choice
3. Mathematical Models in Social Context
4. Mathematics of Social Choice: Voting, Compensation, and Division
5. Institute for Mathematics and Democracy
6. MATH 342: The Mathematics of Social Choice (2017, Oberlin College)
7. Political Geometry: Rethinking Redistricting in the US with Math, Law, and Everything In Between
8. Getting to know Indian Constitution (Bring Home The Constitution (Link #1), Bring Home The Constitution (Link #2), Samvidhaan, and Consti-tution, Know and Track Your MP’s/MLA’s work)
9. (Indian) Constituent Assembly Debates
10. xkcd comics
11. Fairness and Machine Learning: Limitations and Opportunities
12. Cornell INFO 4270: Ethics and Policy in Data Science
13. Game Theory, Alive
14. Annual Status of Education Report – India (ASER)
15. Human Rights Watch Film Festival

Popular Science & Science Communication in India:

(Please help me out by sending an email/DM if you know more such resources for any Indian languages!)

1. Resonance Magazine
2. Bhavana Magazine
3. Arvind Gupta’s ‘Toys From Trash’ (A Recent Interview)
4. Pan-India initiative of Maths Circles
5. Science Gallery, Bengaluru
6. Kaapi with Kuriosity - ICTS, Bengaluru
7. Vigyan Adda - ICTS, Bengaluru
8. Prof. Yashpal’s ‘Turning Point’

(Unorganized) Stuff

I plan to add more stuff here and sort it on a semi-regular basis.

1. All Things Indian Food
2. The “What Is…?” column
3. Cosma’s amazing notes
4. CSC2541 Winter 2022 Topics in Machine Learning: Neural Net Training Dynamics
5. Differential geometry for machine learning
6. Discover Linear Algebra
7. Tensors in computations
8. Discovering Transforms: A Tutorial on Circulant Matrices, Circular Convolution, and the Discrete Fourier Transform
9. Category Theory Illustrated (Other Resources)
10. The Napkin Project
11. The Top Idea in Your Mind
12. Support for type hints - Python