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Subjects
Mathematics

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7 Best Mathematics for Machine Learning Courses in 2026

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Insights into Mathematics
Logical Reasoning with Tic-Tac-Toe - Elementary Mathematics Explained

Explore logical reasoning and strategic thinking through tic-tac-toe analysis. Learn a three-step approach to mastering the game, and discover related mathematical games like Dots and Sprouts.
- YouTube
- 43 minutes
- Self-Paced
- Free Video
AnalystPrep
SOA Exam FM - Financial Mathematics - Loans and Bonds - Module 3

Master loan and bond fundamentals including notation, terminology, principal calculations, outstanding balances, and callable bonds for SOA Exam FM preparation.
- YouTube
- 1 hour
- Self-Paced
- Free Video
Institut Henri Poincaré
Semantics of Proofs and Certified Mathematics

Explore the mathematics of formal proofs and certified mathematics through lectures on proof assistants, type theory, and the Curry-Howard correspondence.
- YouTube
- 18 hours 58 minutes
- Self-Paced
- Free Video
Institute for Pure & Applied Mathematics (IPAM)
New Mathematics for the Exascale - Applications to Materials Science Tutorials 2023

Explore cutting-edge mathematical methods for exascale computing in materials science through density functional theory, molecular dynamics, and multiscale modeling techniques.
- YouTube
- 13 hours 57 minutes
- Self-Paced
- Free Video
Institute for Pure & Applied Mathematics (IPAM)
Machine Assisted Proofs in Mathematics Workshop 2023

Explore cutting-edge formal methods and machine learning applications in pure mathematics through expert talks on proof assistants, automated reasoning, and AI-driven discovery.
- YouTube
- 17 hours 48 minutes
- Self-Paced
- Free Video
Institute for Pure & Applied Mathematics (IPAM)
Advancing Quantum Mechanics with Mathematics and Statistics - Tutorials

Dive into advanced quantum mechanics through mathematical and statistical approaches with expert tutorials covering electronic structure, Monte Carlo methods, and machine learning applications.
- YouTube
- 15 hours 15 minutes
- Self-Paced
- Free Video
Institute for Pure & Applied Mathematics (IPAM)
Mathematics of Topological Phases of Matter - Graduate Summer School 2021

Explore advanced mathematical foundations of topological phases, from quantum field theories to fractons and cellular automata in this comprehensive graduate program.
- YouTube
- 21 hours 18 minutes
- Self-Paced
- Free Video
Hausdorff Center for Mathematics
Mathematics of Signal Processing - Trimester Program Lectures

Explore advanced mathematical foundations of signal processing through expert lectures on compressive sensing, machine learning optimization, and Gabor analysis.
- YouTube
- 1 day 10 hours 59 minutes
- Self-Paced
- Free Video
Gresham College
The Shape of Plants - Why Plants Love Mathematics and Mathematicians Love Plants

Explore the fascinating mathematical patterns in plant structures, from Fibonacci spirals in sunflowers to golden ratios in leaf arrangements and fractal geometry in nature.
- YouTube
- 55 minutes
- Self-Paced
- Free Video
Convex Optimization I - 2023

Master convex optimization fundamentals and applications across engineering, finance, and machine learning through Stanford's comprehensive mathematical framework and solution techniques.
- YouTube
- 23 hours 44 minutes
- Self-Paced
- Free Video
Stanford CS109 - Introduction to Probability for Computer Scientists 2022

Master probability theory fundamentals through combinatorics, random variables, distributions, and machine learning applications in this comprehensive Stanford computer science program.
- YouTube
- 1 day 11 hours 25 minutes
- Self-Paced
- Free Video
5 Minutes Engineering
Discrete Mathematics

Discover fundamental concepts of sets, relations, and their properties through comprehensive examples and Venn diagrams in Hindi.
- YouTube
- 5 hours 50 minutes
- Self-Paced
- Free Video
Numberphile
Voting Paradoxes and Electoral Mathematics

Explore the fascinating mathematics behind voting systems, paradoxes, and decision-making methods like Smith Sets and Condorcet Paradox in electoral processes.
- YouTube
- 11 minutes
- Self-Paced
- Free Video
Python for linear algebra (for absolute beginners)
722 ratings at Udemy

Dip your feet into the amazing world of using Python code to understand vectors and matrices.
- Udemy
- 1 hour 51 minutes
- Self-Paced
- Free Online Course
IBM App Connect Enterprise as a Service - Essentials
711 ratings at IBM Training

Discover IBM App Connect Enterprise as a Service fundamentals, build integrations and APIs on AWS, and apply integration concepts to real business scenarios.
- IBM Training
- 24 hours
- Self-Paced
- Free Online Course

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