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Mathematical Intuition

Course PDFs — full, modules, and lessons

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Module 1 — operations

1.1 addition subtraction 1.2 multiplication 1.3 division 1.4 exponentials 1.5 logarithms 1.6 derivatives integrals

Module 2 — equation literacy

2.1 algebra sentences 2.2 calculus sentences 2.3 linear algebra sentences 2.4 probability statistics sentences 2.5 quantum mechanics sentences 2.6 optimization ml sentences

Module 3 — numbers spaces

3.1 integers 3.2 rationals 3.3 reals limits 3.4 vectors inner products 3.5 hilbert spaces 3.6 operators

Module 4 — optimization regularization

4.1 parameterized states 4.2 cost functions 4.3 gradients 4.4 regularization 4.5 noise landscapes 4.6 vqe pipeline

Module 5 — clarity drills

5.1 identify operations 5.2 translate stories 5.3 spot generators 5.4 scaling shifting warping 5.5 reverse engineer equations

Module 6 — capstone

6.1 schrodinger 6.2 qaoa 6.3 vqe 6.4 maxwell 6.5 logistic regression 6.6 fourier transform