Updated: 25/10/25

Link to Youtube channel: Mæth.

The goal is to study Mathematics in an Inquiry based approach.

\[{ \underline{\textbf{Reading List}} }\]

Inquiry based approach.

Mathematics and Data Science

• “Foundations of Applied Mathematics” by Humpherys, Jarvis
• “Undergraduate Algebra” and “Undergraduate Analysis” by Lang.
• “Introductory Real Analysis” by Kolmogorov, Fomin.
• “Modern Geometry” by Dubrovin, Fomenko, Novikov.
• “A Probability Path” by Resnick.
• “Theory of Statistics” by Schervish.
• “Numerical Optimization” by Nocedal, Wright.
• “Programming in Python” by Sedgewick, Wayne, Dondero
• Think Series by Downey
• “Data Science from Scratch” by Grus.
• “An Introduction to Statistical Learning” by Hastie, Tibshirani
• “Inference and Learning from Data” by Sayed.

Computer Science

• CS50 by Malan
• Teach Yourself CS
• “The C Programming Language” by Kernighan, Ritchie.
• “C Programming” by King.
• “Foundations of Computer Science” by Aho, Ullman
• “Algorithms in C” by Sedgewick.

Physics

• “Mathematics for Physics” by Stone, Goldbart.
• “Theoretical Physics” by Joos.
• “A complete course on Theoretical Physics” by Lindner, Strauch.
• “Berkeley Physics Course (in SI units)”.
• The Feynman Lectures on Physics
• “Course of Theoretical Physics” by Landau, Lifshitz.

\[{ \underline{\textbf{Miscellaneous}} }\]

• Note that pirated books are available at Libgen.