Data Science for Engineers
Week 1: Course philosophy and introduction to RWeek 2: Linear algebra for data science
- Algebraic view - vectors, matrices, product of matrix & vector, rank, null space, solution of over-determined set of equations and pseudo-inverse)
- Geometric view - vectors, distance, projections, eigenvalue decomposition