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Cricket Analytics using AI

via SWAYAM Plus

Not Currently Offered

Overview

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This course introduces the fundamentals of sports analytics. This course introduces the basics of python programming and provides a comprehensive overview of the foundational concepts of data science. The course provides data visualization techniques and introduces participants to real-life applications of data science in the field of cricket - using a case study approach

Intended audience

Sports analyst in cricket

Prerequisites

  • Students with some exposure to high school mathematics and knowledge of programming basics (preferred)

Assessment & certification

  • Assessment fee: ₹2,242 + 18% GST
  • Assessment mode: Online proctored
  • Assessment type: MCQ
  • Assessment provider: IITM Pravartak Technologies Foundation
  • Certificate provider: Sports analyst in cricket

NCrF level: 5.5 (NCrF credit-eligible)

Syllabus

  • Week 1: Introduction to Python
  • Week 2: All about cricket analytics
  • Week 3: Descriptive Statistics
  • Week 4: Data preparation on Cricket Data
  • Week 5: Introduction to Tableau
  • Week 6: Predictive Modelling
  • Week 7: Demo on Image Analytics - Cricket
  • Week 8: Demo on Video Analytics - Cricket
  • Week 9: Advances in the field of IoT devices

Taught by

Experts from IIT Madras, GITAA and IITM Pravartak

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