ASSIGNMENT:

Explain the results and implications in simple terms to determine if promotions are having an impact on sales.

The writing must bearound Two pages in the right format.

This document must follow the following structure with a paragraph for each section:

1. Introduction: Explain the nature of the problem, basic understanding and background, and business implications.
2. Data understanding: Explain the dataset being used
3. Data preparation: Explain the steps followed to clean and prepare the data (if needed)
4. Modeling: Explain the model used and the steps taken to implement the model
5. Evaluation: Explain and interpret the results and metrics to evaluate the model (Is it the right model to use, if yes/no why?)
6. Implications: Explain the business implications and make a recommendation