Master the Essential Math for AI & ML: Complete Roadmap 📊
Unlock the key mathematical concepts—linear algebra, calculus, probability, and statistics—needed to excel in artificial intelligence and machine learning with this comprehensive guide.
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RESOURCES MENTIONED
Essence of Linear Algebra playlist: https://www.youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab
Essence of Calculus playlist: https://www.youtube.com/playlist?list=PLZHQObOWTQDMsr9K-rj53DwVRMYO3t5Yr
3Blue1Brown: @3blue1brown
Mathematics for Machine Learning Specialization: https://www.coursera.org/specializations/mathematics-machine-learning
Khan Academy (Statistics & Probability): https://www.khanacademy.org/math/statistics-probability
An Introduction to Statistical Learning (with R or Python): https://www.statlearning.com
Mathematics for Machine Learning eBook: https://mml-book.github.io
TIMESTAMPS
0:00 - Introduction
0:24 - Why Should You Even Learn Math for AI/ML?
1:05 - What Math Should You Actually Learn? (Roadmap)
4:35 - How to Learn It (Free Resources)
#ai #datascience #machinelearning
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