Algebra

• Linear algebra skill
  • Lectures
  • Items

Linear algebra skill

• Computational Linear Algebra for Coders github

Lectures

• Prof. Gilbert Lang’s MIT lecture youtube link Handwritten note1 Handwritten note2 Handwritten note3
• Linear Algebra, Bigbook, Prof. Sang-gu Lee in SKKU Book link

Items

• Normal equation vs QR factorization vs Sigular Value Decompoisiton pdf
• QR Decomposition link
• Conditioning and Numerical Stability by Eric Liu pdf
• Dark Programmer’s Tip (K-blogger)
  • SVD Eigenvalue Differential Operators PCA Determinant