Linear Regression with Python by Coursera

This 2-hour-long project-based course will teach you how to implement Linear Regression with Python and Numpy. If you are looking to get into Machine Learning or Deep Learning, Linear Regression will be a key concept. Although many machine learning frameworks offer linear regression implementations, it is still beneficial to learn how to implement it yourself to get a better understanding of the optimization algorithm and the training process. This course is practical and project-based. You will need to be familiar with linear regression and gradient descent. We will be focusing on the practical aspects of implementing linear regression using gradient descent.