Resources of Math learning

Some books I enjoy:

Algebra

Linear algebra

• Linear algebra done Wrong
• Linear algebra done Right

Abstract algebra

• Algebra: Chapter 0
  • Absolutely the best!
• A book of abstract algebra

Analysis

Real analysis

• Understanding Analysis

Functional analysis

• Functional Analysis: An Introduction to Metric Spaces, Hilbert Spaces, and Banach Algebras

Vector calculus

• Vector Calculus, Linear Algebra, and Differential Forms

Category Theory

• The joy of abstraction
• Category Theory in Context
• Category theory for the working mathematician
• Category theory for programmers

Topology

• Topology without tears

Deep Learning

• Understanding deep learning