Halloween Candy Sales Prediction

This project was created for an INSAID (International School of AI and Data Science) term project (Term 3 - Machine Learning Foundation) to predict sales of halloween candies for a company based on historical data.

A brief overview of the project:

1. EDA
2. Train-Test-Split
3. Scaling of Data
4. Linear Regression
5. Regression using Decision Trees (including Gridsearch CV)
6. Regression using Random Forests (including Randomized Search CV)
7. Model Evaluation

To check out my notebook, please click here

To find me on Github, please click here