Mathematics

• The Least Squares Method (01 Jun 2021)
  Learn the least squares method from first principles. Derive the normal equations by working backwards from what you want to achieve.


• Linear Algebra for Machine Learning (23 May 2021)
  Discover why Gilbert Strang's MIT course on matrix methods is essential for understanding machine learning algorithms, SVD, and data analysis.