[EXE] Handling imbalanced datasets

[Priti Shaw]

Learning Goals

1. Learning different techniques that one needs to adapt if there is an imbalance in the dataset.

Exercise Statement

1. Different Resampling techniques to handle the dataset imbalance.

Prerequisites

[Prerequisites, in terms of concepts or other exercises in this repo]
Python, Jupyter notebook, Basics of ML

Data source/summary:

Dataset: I will be using an imbalanced dataset.

(Optional) Suggest/Propose Solutions

I will be discussing two main ways, without resampling and with resampling the dataset, to deal with the imbalance and will be happy to create a pull request to include the exercise statement/solution.

[sriram-1]

Priti, I would like to work on this. Please assign it to me.