Table of Contents
Preface
Part 1: Essential Concepts
1
Recap of Mathematical Notation and Terminology
Technical requirements
Number systems
Notation for numbers and fields
Complex numbers
What we learned
Linear algebra
Vectors
Matrices
What we learned
Sums, products, and logarithms
Sums and the 𝚺 notation
Products and the 
notation
Logarithms
What we learned
Differential and integral calculus
Differentiation
Finding maxima and minima
Integration
What we learned
Analysis
Limits
Order notation
Taylor series expansions
What we learned
Combinatorics
Binomial coefficients
What we learned
Summary
Notes and further reading
2
Random Variables and Probability ...
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