Estimate the unit sales of Walmart retail goods

Table of Contents:

  1. Business Problem
  2. Source of Data
  3. Data Overview
  4. Objective
  5. Performance Metrics
  6. Why ML Models better than Classical Methods
  7. Exploratory Data Analysis
  8. First Cut Solution
  9. Feature Engineering and Data Preprocessing
  10. ML Models Approach
  11. Models Comparison and Kaggle Score
  12. Final Pipeline
  13. Deployment
  14. Future Work
  15. References

1. Business Problem

Department stores like Walmart have uncountable products and money transactions every day.Because of their rapid transaction rates keeping a balance between inventory and customer is most important.Therefore making an accurate sales prediction for different products becomes an essential need for stores to optimize profits.

Previous studies on market sales prediction…

Dipanshu Rana

Machine Learning,NLP,Computer Vision,Data Analysis

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