Cricket Analytics with AI by IITM Pravartak – Swayam Plus

Cricket Analytics with AI

Unlock AI-powered cricket analytics and boost your sports data skills.

About

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 visualisation techniques and introduces participants to real-life applications of data science in the field of cricket - using a case study approach.

Training Details

Language

English

NCRF Level

5.5

Duration

25 Hours

Instructors

Experts from IIT Madras, GITAA and IIT Madras Pravartak

Eligibility and Pre-requisite knowledge

High school mathematics & programming basics

Training Fee

Free

Certification Details

(Optional)

Post Course Assessment

Proctored Virtual Assessment (MCQ)

Certificate by

SWAYAM Plus & IITM Pravartak

Certification Fee

₹2000/-

Learning Outcomes

Introduction to Cricket Analytics: Explore the evolution of cricket analytics and its impact on the game's strategies and outcomes.
Data Collection and Preparation
Understand that data is collected through various sources.
Understand the volume, variety and veracity of sports data.
Learn how to source, clean, and organize cricket-related data for analysis.
Performance Metrics: Dive into the key performance indicators used to assess players and teams, such as batting averages, strike rates, BASRA index...
Advanced Analysis: Explore advanced topics like visualizing complex cricket data.

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