Compare with 1 courses

Black Friday Sales Prediction

Black Friday Sales Prediction

Rp 1299

Rp 4999

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.

Learn more
Has discount
Expiry period Lifetime
Made in English
Last updated at Fri Apr 2023
Level
Intermediate
Total lectures 6
Total quizzes 0
Total duration 00:34:01 Hours
Total enrolment 9
Number of reviews 1
Avg rating
Short 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.
Outcomes
  • 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
Requirements
  • Basic Programming Knowledge