India's largest platform for AI & Analytics leaders & professionals

Sign in

India's largest platform for AI & Analytics leaders & professionals
Become a Thought Leader
Become a 3AI Member

Sign in

3AI Digital Library

< Go Back

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

  • Data is duplicated in the file, which led to inaccurate Penetration %

Solution Approach

  • Internal Data

  • Data from the Suppliers

  • Data Preprocessing

  • Alteryx Model Dataset

  • 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

    3AI Trending Articles

  • Using AI to Outwit Malicious AI

    Robust Intelligence is among a crop of companies that offer to protect clients from efforts at deception. IN SEPTEMBER 2019, the National Institute of Standards and Technology issued its first-ever warning for an attack on a commercial artificial intelligence algorithm. Security researchers had devised a way to attack a Proofpoint product that uses machine learning to identify spam emails. The system produced email headers […]

  • Automated Quality Excellence Framework for Data Science Modelling

    Featured Article: Author: Abhishek Sengupta, Walmart Global Tech India Introduction:  A necessary but often tedious task data scientists must perform as part of any project is quality assurance (QA) of their modules so as to prevent any unforeseen incidents during deployment. While Quality Assurance and Excellence is quite prevalent in Data Engineering, QE in Data […]

  • Understanding Language Model Evaluation Metrics: A Comprehensive Overview

    Featured Article: Author: Mradul Jain, AB InBev Large language models, such as GPT, Llama, Bard, etc. have gained immense popularity for their ability to generate coherent and contextually relevant text. Evaluating the performance of these models is crucial to ensure their reliability and utility. To accomplish this, a range of metrics have been developed. In […]

  • The Impact of AI on Global Economy: Trends and Initiatives to Shape the Future

    Featured Article: Author: Princy Gupta, Data Analytics Leader, Honeywell Artificial Intelligence (AI) is revolutionizing the global economy, providing unprecedented opportunities for businesses and governments to thrive in the age of data. According to McKinsey’s latest report, AI is projected to contribute $13 trillion to the global economy by 2030, a figure equivalent to the output […]