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For the Interested Reader

Resources I've collected like Pokémon over the years. Mostly deep ideas that have left me equal parts fascinated and overwhelmed, only to send me searching for more. Loosely grouped by theme.

Bookshelf
The Universe In A Nutshell
Reading
The Universe In A Nutshell
Stephen Hawking
My first serious introduction to theoretical physics—a book my parents gave me when I was 11. I cherish every page of it.
google books ↗
Our Mathematical Universe
Reading
Our Mathematical Universe
Max Tegmark
The Mathematical Universe Hypothesis is the radical idea that reality itself emerges from mathematics. This book is written by its foremost advocate, Max Tegmark.
google books ↗
The Anthropic Cosmological Principle
Reading
The Anthropic Cosmological Principle
John D. Barrow, Frank J. Tipler
Why the constants of nature have the values they do, and why the universe is compatible with life - central questions in cosmology.
google books ↗
Cellular Automata: A Discrete View of the World
Reading
Cellular Automata: A Discrete View of the World
Joel L. Schiff
How simple local rules generate astonishing complexity - computation and lifelike behavior emerging from discrete systems.
google books ↗
Introduction to Automata Theory, Languages, and Computation
Read
Introduction to Automata Theory, Languages, and Computation
John E. Hopcroft, Rajeev Motwani, Jeffrey D. Ullman
The foundational text on computation, formal languages, and what can be computed. Shows how complex phenomena reduce to deeper formal structures.
google books ↗
Quantum Computation and Quantum Information
Read
Quantum Computation and Quantum Information
Michael A. Nielsen, Isaac L. Chuang
Often called the bible of quantum computing, this book recasts quantum mechanics in the language of mathematics using linear algebra and information theory—tools that happen to be foundational in modern Machine Learning. Is there a connection?
google books ↗
Quantum Information Theory
To read
Quantum Information Theory
Mark M. Wilde
A comprehensive and accessible graduate text on quantum information theory foundations, covering quantum communication, cryptography, and computation.
google books ↗
Understanding Deep Learning
To read
Understanding Deep Learning
Simon J.D. Prince
An authoritative treatment of deep learning covering architectures, algorithms, theory, and recent advances in an intuitive and grounded approach.
google books ↗
Reinforcement Learning, Second Edition: An Introduction
To read
Reinforcement Learning, Second Edition: An Introduction
Richard S. Sutton, Andrew G. Barto
The definitive introduction to reinforcement learning, presenting core algorithms and theory behind how agents learn from interaction and environment feedback.
google books ↗
Matter and Interactions
To read
Matter and Interactions
Ruth W. Chabay, Bruce A. Sherwood
Modern physics from first principles with computational integration and 20th-century insights.
google books ↗
The Feynman Lectures on Physics, Vol. I: Mechanics
To read
The Feynman Lectures on Physics, Vol. I: Mechanics
Richard P. Feynman, Robert B. Leighton, Matthew Sands
Mechanics from first principles with Feynman's distinctive clarity and insight.
google books ↗
The Feynman Lectures on Physics, Vol. II: Electromagnetism and Matter
To read
The Feynman Lectures on Physics, Vol. II: Electromagnetism and Matter
Richard P. Feynman, Robert B. Leighton, Matthew Sands
Electromagnetism and matter covered with Feynman's masterful pedagogical brilliance.
google books ↗
The Feynman Lectures on Physics, Vol. III: Quantum Mechanics
To read
The Feynman Lectures on Physics, Vol. III: Quantum Mechanics
Richard P. Feynman, Robert B. Leighton, Matthew Sands
Quantum mechanics made intuitive and viscerally understandable through Feynman's approach.
google books ↗
Introduction to Elementary Particles
To read
Introduction to Elementary Particles
David Griffiths
The first quantitative treatment of elementary particle physics accessible to undergraduates. Griffiths balances rigor with intuitive understanding in his characteristic clear prose.
google books ↗
Introduction to Linear Algebra
To read
Introduction to Linear Algebra
Gilbert Strang
Strang's definitive introduction to linear algebra, developed through decades of teaching at MIT. Emphasizes understanding over memorization, connecting theory to applications.
google books ↗
Linear Algebra and Learning from Data
To read
Linear Algebra and Learning from Data
Gilbert Strang
The first textbook unifying linear algebra with machine learning and neural networks. Strang shows how the mathematics of linear algebra powers modern deep learning.
google books ↗
Genius: The Life and Science of Richard Feynman
To read
Genius: The Life and Science of Richard Feynman
James Gleick
A masterful biography of Richard Feynman that interweaves his scientific breakthroughs with his unorthodox personality. Gleick captures both the genius and the playfulness of one of the 20th century's greatest minds.
google books ↗
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