ASSIGNMENT 1 - Machine Learning 101


Problem 1.1 - Car Classification Problem

  • In this problem, you are provided with a dataset taken from the UCI repository. This repository has an extensive collection of datasets which you can explore to get more practice and use them in your own projects.
  • To help you get started with this problem, the startup code has been provided in the Jupyter Notebook linked here. Your aim is to try out different classification algorithms and get the best accuracy in classifying the various cars in the dataset.

Problem 1.2 - Mushroom Classification Problem

  • Another classification problem for you that you have to solve from scratch. Check out this Kaggle page to know more about the problem statement.
  • The dataset is provided here. Your aim is to classify the mushroom species according to their edibility.

Problem 1.3 - Linear Regression Dataset

  • This is a dataset created by us. Use this dataset to implement Linear regression and find the best fit line for the given dataset.