Educational resources for self-learners
Numberphile
Numberphile is a popular YouTube channel that explores various mathematical topics, from basic concepts to advanced theories, often featuring mathematicians and scientists. The videos are designed to be engaging and accessible to a broad audience.
Stochastic Art - Animation
This short animation explicitly explores graph theory and optimization, using the "shortest route problem" to visually demonstrate stochastic processes—a concept relevant to both programming and product design. It connects scientific modeling with art and randomness.
Stochastic Art - Animation
This short animation explicitly explores graph theory and optimization, using the "shortest route problem" to visually demonstrate stochastic processes—a concept relevant to both programming and product design. It connects scientific modeling with art and randomness.
Travelling Salesman
Four of the world's smartest mathematicians are hired by the U.S. government to solve the most elusive problem in computer science history—P vs. NP. The four have jointly created a "system" which could be the next major advancement for humanity or the downfall of society. As the mathematicians are about to sign documents that will give the government sole and private ownership of their solution, they wrestle with the moral dilemma of how their landmark discovery will be used.
Maximum Education
A YouTube channel offering educational content on various subjects, including mathematics and science.
How Netflix Recommends Movies: Matrix Factorization
This video from Serrano.Academy explains how Netflix uses Matrix Factorization and Gradient Descent for its recommendation system. It's a great resource for understanding mathematical optimization and its application in programming, startups, psychology, and product design, with connections to graph theory.
Cyberchase: The Movie Parts 1 & 2
Join the CyberSquad as they use math, including geometry, fractions, logical thinking, and early concepts of graph theory and optimization, to save wild animals in Ecotopia from Hacker. This animated movie encourages problem-solving and strategic thinking, aligning with interests in programming, startups, psychology, and product design.
The Speed Cubers
This inspiring Netflix documentary follows competitive Rubik’s Cube champions Max Park and Feliks Zemdegs. While focusing on their personal stories, it implicitly explores mathematical optimization, algorithmic thinking, and efficient problem-solving, making it highly relevant for understanding the practical applications of advanced mathematics in areas like programming and product design.
Madhavan SV - Aprameyaa Learning
Educational YouTube channel featuring videos on discrete mathematics and graph theory.
Madhavan SV
Educational YouTube channel featuring short, engaging videos on various mathematical concepts, including graph theory, presented in an accessible style.
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