Category Relationship Model using Unsupervised Learning
3AI November 7, 2020
3rd Largest Multinational
consumer goods company
Problem Statement
- Data was not delivered on time for processing from the suppliers. No streamlined approach been implemented for smooth flow of work
- Many of the important components was not captured in the dashboard
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Data is duplicated in the file, which led to inaccurate Penetration %
Solution Approach
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Internal Data
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Data from the Suppliers
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Data Preprocessing
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Alteryx Model Dataset
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Excel Outputs
Business Impact
- Built a sophisticated Alteryx workflow which helped the client to get the necessary information on time and provides better experience and better ease of use of the Apps in iO Platform
- Created learning algorithms to optimize the existing work which helps to identify the Category, Category Group & Category details based on SKU level mapping reduced the effort required for complete the work more effectively & quickly
Critical Success Factor
- Integrated Tableau Based visualization
