An Introductory Course on Cricket Analytics

This is a credit aligned course as per the NCrF credit framework and the universities can provide credit for the course

NCrF credit level – 5.5

About Artificial Intelligence:

Artificial Intelligence (AI) is revolutionizing the way we work, analyze data, and make decisions across industries. In the financial world, AI enables smarter workflows, automates tedious processes, reduces human error, and unlocks deeper insights from financial data. From simplifying bookkeeping to enhancing audits, AI is reshaping accounting practices for the future.

About the Course – Cricket Analytics with AI:

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.

Who Should Join:

Freshers and aspiring students looking to stand out with AI-powered skills

Learners with enthusiasm towards how cricket Analytics works using data!

No prior experience in AI or coding is required—just curiosity, an analytical mindset, and the drive to innovate!

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.

Skills you will learn:

Python

Cricket Analytics

Jobs that you will qualify: Sports Analyst in Cricket.

Instructor Details:

Prof. Raghunathan Rengaswamy - Institute Chair Professor at IITM

Dr. Babji Srinivasan - Associate Professor, Applied Mechanics, IIT Madras

Mr. Suresh Ramadurai - Visiting faculty at IIM Trichy and IIM Vishakapatnam

Dr. Jayadev - Industry Expert

Certificate Provider : SWAYAM Plus and IITM Pravartak Technologies Foundation

Duration of the course : 45 Hours

Mode of study : Fully virtual

Course Start date : Mid-May 2026.

Course Fees : 100 INR + GST.

Certification :

There will be no certificate upon registration. Certificates will be provided only to candidates who write the final online proctored assessment.

The exam at the end of the course will be an online proctored exam. The certification fee is 1900 INR + GST.

Course Syllabus:

• Introduction to Python

• All about cricket analytics

• Descriptive Statistics

• Data preparation on Cricket Data

• Introduction to Tableau

• Predictive Modelling

• Demo on Image Analytics - Cricket

• Demo on Video Analytics - Cricket

• Advances in the field of IoT devices

Limitations of Generally Available Electronic Trainer Kits:

Large in Size and Weight.

Needs external source and measuring instruments.

Covers only specific areas of Electronics.

Can perform only a limited number of Experiments.

Experiments can be performed only in the laboratory.

Needs a large experimental area for supporting instruments.

High in cost.

Features:

Features include hands-on training with professional modules, PowerPoint classes for clear theoretical understanding, and technology-enabled teaching tools for improved learning outcomes.

Immersive experiences will be provided, along with complete access to necessary codes, libraries, and documentation, ensuring comprehensive support throughout the course.

Provide a deep skill set to design, code, and build IoT projects and products.

Understand how to work with sensors for measuring temperature, humidity, fire/gas levels, water quality, visible and infrared light, sound and ultrasound, human motion detection, obstacle detection, and heart pulse rate.

Learn to work with I/O Devices and Actuators, including LEDs/LCDs/OLEDs, relays, switches, matrix keypads, touch keys, servo & stepper motors, and RFID reader.

Gain an understanding of sensing and measurement techniques.

Learn to implement control and automation to design programmable logic controllers (PLCs).

Understand how to use WiFi shields, connect to cloud IoT platforms, persist data, and trigger email alerts.

Learn to use a mobile app service to control IoT devices over the internet.

Build confidence in incorporating sensors, input/output devices, actuators, and embedded controllers into research projects to implement measurement and control with feedback mechanisms.

Learn to implement multichannel data acquisition with storage in a cloud database.

Practical learning enhances confidence and conceptual understanding. Portable in size (A4 Size) and less weight (2.5 kg) and one can easily carry as a briefcase.

Visualization of projects stimulates interest to implement IoT in various fields.

Building the prototype project starts with block-level design and component-level testing, followed by integration into schematic drawings and final incorporation into PCB design with a microcontroller IC. This will boost the interest in launching a startup focused on product design.

Course covers :

Electronics and Embedded controller experiments with Universal Trainer kit.

Advanced Embedded and Remote controlled IoT projects.

Proto type project design with schematic and PCB Design.

Electronics and Embedded Controller Experiments with Universal Trainer Kit:

Vehicle Speed Monitor :

single-08

Real Time stamped Data acquisition system with OLED :

single-08

Soil Moisture sensed Automatic Water planting with Remote monitoring :

single-08

Mobile App Control and Monitoring System :

single-08

RFID Detected Office Attendance Entry with Auto Room Power OFF @ Zero entry :

single-08

Assembling and testing of Automatic Car Parking with Anti-collision Alarm and day/night Headlight control :

single-08
Registration:

Link will be posted soon


Assistance:

  Digital Skills Academy
  Mail Id: digitalskillsacademy@iitmpravartak.net
  Contact No: 9498341969