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

Sign in

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

Sign in

3AI Digital Library

< Go Back

Category Relationship Model using Unsupervised Learning

Abdul 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

  • IIT Kanpur introduces Master’s programs in Cybersecurity

    IIT Kanpur has introduced three new cybersecurity postgraduate programs with intent to to address the need of cybersecurity personnel by ensuring training of dedicated and highly skilled manpower.   With a view to meet the shortfall in trained and skilled cybersecurity personnel in the country, the Indian Institute of Technology, Kanpur has decided to introduce […]

  • Mental Health Startup Wysa backed by Google In Series A Round

    Wysa is artificial intelligence (AI)-driven virtual coach that combines empathetic listening with evidence-based therapeutic techniques Bengaluru-based mental health startup Wysa is looking to raise funds from Google, the company’s filings with the ministry of corporate affairs (MCA) confirm.  The filings, which contain Wysa parent Touchkin Eservices Private Limited’s articles of association (AOA), read, ‘“Series A1 […]

  • P&L Forecasting Enabled by Analytics

    Author: Rajagopal Rangarajan, Senior Manager – Analytics, AB InBev Accurate P&L forecasts help companies build a good financial plan for the year. It enables the financial planning team in allocating resources more meaningfully across the company. For large and highly leveraged companies like AB-InBev with annual Revenues more than $50 Bn and with a debt […]

  • PoS Terminals Open Consumers to Fraud

    Point-of-sale terminal vendors Verifone and Ingenico have issued mitigations after researchers found the devices use default passwords. Point-of-sale terminal vendors Verifone and Ingenico have issued mitigations after researchers found the devices use default passwords. Researchers are detailing widespread security issues in point-of-sale (PoS) terminals – specifically, three terminal device families manufactured by vendors Verifone and […]