Assignment: Week 2 - agastya2002/IECSE-ML-Winter-2020 GitHub Wiki

Assignment

Deadline 23 Jan 2021

Now that you have completed Andrew Ng's 2nd video and read up on Overfitting and Underfitting, you are required to write the Linear Regression algorithm from scratch and implement it on the Boston Housing prices Dataset which will be provided on the repository. Also, the main expectation from you in this task is for you to use the knowledge that you have gained in this week and the past week, and write the algorithm using numpy. Moreover, any sort of Feature Engineering or Exploratory Data Analysis is not required, but if you have time, feel free to explore and improve your model.

As working on the Dataset requires several functions that you haven't studied, we are providing you with the starter code, and all you have to do is write code for Linear Regression and implement it on the prepared arrays.