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Quick Facts

Medium Of InstructionsMode Of LearningMode Of Delivery
EnglishSelf StudyVideo and Text Based

Courses and Certificate Fees

Fees InformationsCertificate AvailabilityCertificate Providing Authority
INR 1000yesIIT Kanpur

The Syllabus

  • Introduction to Systems 
  • System Analysis and Design 
  • Decision Support Systems (DSS) 
  • Design of Decision Support Systems

  • Rational Decisions using DSS 
  • Introduction to Relational Database 
  • Relating Multiple Databases 
  • Case Study on DSS 
  • Assignment: Practice on DSS Databases

  • Basics of Data Modelling
  • Models for DSS
  • Selecting a Right Model 
  • Assignment: Practice on Model Selection 
  • Developing Models for DSS applications

  • Introduction to Big Data
  • General Applications and Uses 
  • Big Data Analytics (BDA) 
  • Assignment: Additional reading material 
  • Case Study on Retail Industry

  • Credit Modeling 
  • Web Analytics 
  • BDA in Engineering and Manufacturing 
  • Assignment: Additional reading material 
  • Enhancing Quality and Cost Control

  • Improving Forecast Accuracy 
  • Anticipating Demand Changes 
  • Inventory Management 
  • Pricing, Market Basket Analysis

  • Cost Management 
  • Medical Monitors, Targeted Drug Delivery 
  • US BRAIN Initiative 
  • Alzheimer’s and Parkinson’s models 
  • Assignment: Case study on Healthcare BDA

  • Population Health Strategies 
  • BDA in transportation 
  • ATC Management 
  • Flat Tracking, Tyre & Fuel Usage 
  • Assignment: Demonstration using soft tools

  • Buying Power instead of engine (RR Model) 
  • Assignment: Case study on Transportation BDA models 
  • Complaint Redressal 
  • UAVs, Smart Vehicle Integration 
  • Big Data practices in Industry

  • Introduction to Simulation 
  • Discrete Event Simulation 
  • Simulation for Descriptive Analytics 
  • Simulation for Prescriptive Analytics

  • Product Innovation, and Benchmarking 
  • Real-Time Performance Monitoring (Mc Laren) 
  • Assignment: Case study on Manufacturing 
  • BDA and Industry 4.0 Product Lifecycle Management, Managing Innovation 
  • Assignment: Demonstration on PLM software

  • BDA and Healthcare 
  • Reducing reaction time to critical clinical events 
  • Back Testing Analytical Models 
  • Recapitulating the CADSS BDA concept

Instructors

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