Course description

In this project we are predicting the sales to be happened on black Friday using machine learning by understanding the purchasing habits according to age groups, occupation city categories etc. We will build a final machine learning model for prediction of sales.

What will i learn?

• Understanding the problem statement. Understanding different libraries and their respective uses.
• In depth exploratory data analysis of each feature
• Data cleansing and preparation.
• Creating custom functions for machine learning models.
• In depth explanation of data imputation and filling missing data.
• Defining an approach to solve ML classification problems. Data preparation for Machine Learning model.
• Training and testing the model using cross validation