Tips to be a better problem solver [Last live lecture] | Ep. 10 Lockdown live math
Tips on problem-solving, with examples from geometry, trig, and probability. Notes by Ngân Vũ: Mistakes
Intermediate - 68 min - AI & Data - 3Blue1Brown
The full course: Learn Math for ML free
What you'll need
- Laptop stand: Screen at eye level for long study sessions.
- Noise-cancelling headphones: Focus through long video lessons.
- Second monitor: Video on one screen, practice on the other.
- Wireless keyboard and mouse: Comfortable for hours of typing.
Books
- Mathematics for Machine Learning by Marc Peter Deisenroth - View on Amazon
- Naked Statistics by Charles J. Wheelan - View on Amazon
- Practical Statistics for Data Scientists by Peter Bruce - View on Amazon
- The Art of Statistics by David Spiegelhalter - View on Amazon
- The Elements of Statistical Learning by Trevor Hastie - View on Amazon
Next lessons
- But what is a convolution? (23 min, 3Blue1Brown, Beginner)
- But what is the Fourier Transform? A visual introduction. (20 min, 3Blue1Brown, Beginner)
- How (and why) to take a logarithm of an image (45 min, 3Blue1Brown, Intermediate)
- Simulating an epidemic (23 min, 3Blue1Brown, Intermediate)
- But what are Hamming codes? The origin of error correction (20 min, 3Blue1Brown, Intermediate)
- Divergence and curl: The language of Maxwell's equations, fluid flow, and more (16 min, 3Blue1Brown, Intermediate)
- Solving Wordle using information theory (31 min, 3Blue1Brown, Intermediate)
- Taylor series | Chapter 11, Essence of calculus (22 min, 3Blue1Brown, Intermediate)