Linear Algebra, Curve fitting with Numpy

Numpy applications in Science. In this lecture I used numpy modules and functions to show how you can solve problems in linear algebra, e.g., eigen values and eigen functions of a matrix, solve simultaneous equations etc. Then I introduced numpy module for polynomial and used that to do curve fitting (least square fitting of data).