Predict Material Backorders in Inventory Management

Using Machine Learning Approach

Business Problem

Business Objective

Use of ML to Solve this Problem

Source of data

Existing approaches to the problem

In-depth EDA

Box Plot of Lead Time Feature
Box Plot of Lead Time Feature
Correlation matrix of numerical features
Correlation matrix of numerical features
Basic statistics of numarical features
Basic statistics of numarical features
QQ Plot of right skewed data
QQ Plot of right skewed data

First cut Approach

Feature Engineering

Comparison of all models

Machine Learning Model Comparison Table
Machine Learning Model Comparison Table

Conclusion & Future Work

Reference

GitHub Repository

LinkedIn Profile

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