math essentials
1.0

Day 1:

  • Thinking in terms of vectors and matrices
  • Matrix operations
  • Linear Algebra I

Day 2:

  • Linear Algebra Part II
  • Matrix Decomposition
  • PCA and SVD

Appendices:

  • Helpful math
  • Calculus
  • Symbolic computing
  • Python Installation Guide
  • NumPy Commands
  • Other important NumPy commands
  • Works cited
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