maths for ml

• 7. Maths4ML: Matrix Decomposition & SVD
  Jan 03, 2026 • 16 min read
  The Art of Mathematical Forgetting: How to throw away 90% of your data without losing the meaning.
  #Maths for ML
• 6. Maths4ML: Determinants & Eigenvectors
  Dec 27, 2025 • 14 min read
  Finding the stillness inside the transformation.
  #Maths for ML
• 5. Maths4ML: Matrices
  Dec 25, 2025 • 13 min read
  Matrices are Machines, Not Just Grids
  #Maths for ML
• 4. Maths4ML: Kernel Trick
  Dec 23, 2025 • 9 min read
  The Kernel Trick - Folding Space. Why struggle to bend the line when you can just fold the space?
  #Maths for ML
• 3. Maths4ML: Dot Product
  Dec 21, 2025 • 4 min read
  Shadows, Angles, and the Geometry of Sameness
  #Maths for ML
• 2. Maths4ML: Distances & Norms
  Dec 18, 2025 • 10 min read
  Measuring the gap - Rulers of ML
  #Maths for ML
• 1. Maths4ML: Vectors, Basis & Spans
  Dec 15, 2025 • 9 min read
  The Building Blocks – Vectors, Basis & Spans
  #Maths for ML