Resources for Learning Mathematics

Since I had decided to start my buttoms up approach for learning data science, I decided to start by refreshing and learning mathematics. I tried to search for some books from which I can learn, but found some really interesting and god MOOC Course and free ebooks (all legal).

• Introduction to Mathematical Thinking – Coursera.com
• Mathematics for Machine Learning:
  • Linear Algebra
  • multivariate-calculus
  • PCA

MIT Open Sourceware

1. Linear Algebra

eBooks

• Learning from Data
• Introduction to Linear Algebra