Best Online Courses in AI and Data Science from IITs in India

1. IIT Delhi Certificate program in Cybersecurity and AI via upGrad

Offered by IIT Delhi's Continuing Education program (CEP) and delivered through upGrad, the Certificate program in Cybersecurity and AI combines cybersecurity fundamentals with artificial intelligence. It is designed for working professionals who want to build skills in AI security, threat detection and the protection of AI systems.

Curriculum Highlights:

• Cybersecurity Foundations and Threat Modelling
• AI/ML for Detection Engineering
• Adversarial ML, LLM Security and Agentic AI Attack Surfaces
• MLSecOps and Indian Compliance
• AI Governance and Risk Quantification
• Capstone Project

Eligibility:

• Bachelor's or master's degree with at least 50% marks.
• Familiarity with any programming language.

What Makes This program Stand Out?

• Includes hands-on work with tools such as PyRIT and Garak.
• Includes an MLSecOps pipeline project and a capstone with an IEEE-format technical report.
• Offers an e-certificate of completion from IIT Delhi CEP.

2. IIT Delhi Certificate program in Data Science, AI and Machine Learning

Offered by IIT Delhi's Continuing Education program (CEP), the [Certificate program in Data Science, AI and Machine Learning] covers key areas such as data science, machine learning, deep learning and generative AI. It is suitable for graduates who want to develop skills in these fields, including those without prior experience in data science.

Curriculum Highlights:

• Data Science Foundations
• Data Storytelling and Business Intelligence
• Optimisation for Machine Learning
• Machine Learning: Regression, Decision Trees, Boosting, Clustering and PCA
• Deep Learning: CNNs, LSTMs and Transformers
• Generative AI and LLMs, including Agentic AI and RAG
• Two practical projects, including a land-use model and a generative AI project

Eligibility:

• A degree or diploma with 10+2+3 years of education from a recognised university.
• At least 50% marks in Mathematics or Statistics in Class 12.
• No prior experience in data science is required.

What Makes This program Stand Out?

• Includes practical training in tools such as Python, SQL, Pandas, NumPy and Tableau.
• Offers three months of job placement assistance, with priority for candidates having 0-5 years of experience.
• Provides a certificate of completion from IIT Delhi CEP to eligible learners.

Explore: Top Free AI Courses with Certificate

3. IIT Kharagpur Executive Post Graduate Certificate in AI-Native Software Engineering via upGrad

Offered by IIT Kharagpur's Department of Computer Science and Engineering and delivered through upGrad, the Executive Post Graduate Certificate in AI-Native Software Engineering is designed for software engineers who want to integrate AI into their software development workflows.

Curriculum Highlights:

• AI-Native Interfaces
• Production-Grade LLM Infrastructure
• Retrieval and Evaluation (RAG)
• Agentic Engineering (LangGraph and MCP)
• AI Reliability, Security and Governance
• Capstone Project

Eligibility:

• Graduation with at least 50% marks.
• At least 2 years of professional software development experience.
• Working knowledge of Python or JavaScript/TypeScript.

What Makes This program Stand Out?

• Offered by the Department of Computer Science and Engineering at IIT Kharagpur.
• Includes an end-to-end capstone project.
• Each module involves building a system, improving it with AI assistance and auditing the output for bugs and security gaps.
• The top 10% of each cohort receive a Certificate with Distinction.

4. IIT Kharagpur - Executive Post Graduate Certificate in Building AI Products and Services Via upGrad

Offered by IIT Kharagpur and delivered on upGrad, Executive Post Graduate Certificate in Building AI Products and Services from IIT Kharagpur teaches building AI products and services. You can learn this without a coding background.

Curriculum Includes:

• AI Opportunity Discovery
• AI-Native Product Design
• Generative AI Fluency
• Prototyping
• RAG and Agentic Design
• Evaluation and Red Teaming
• AI Analytics
• AI Economics and Go-to-Market
• AI Compliance
• Capstone Project

Eligibility:

• Graduation in any discipline with at least 50% marks.
• No coding background is required.

What stands out:

• Offered by the Rajendra Mishra School of Engineering Entrepreneurship at IIT Kharagpur.
• The capstone includes a working prototype and seven portfolio artefacts, presented to an IIT Kharagpur faculty panel.
• Covers INR-based unit economics, the DPDP Act 2023, and India Stack.
• The top 10% of each cohort receive a Certificate with Distinction.

Explore: How to Learn Machine Learning

5. IIT Kharagpur Executive Post Graduate Certificate in Applied AI and Machine Learning

Executive Post Graduate Certificate in Applied AI and Machine Learning is offered by the Department of Artificial Intelligence at IIT Kharagpur. This program is designed for professionals who want to build their AI knowledge and apply it to real-world projects.

Curriculum Includes:

• Machine Learning Foundations
• Deep Learning and Computer Vision
• NLP, Transformers, and Speech AI
• Generative AI and LLM Applications
• Retrieval-Augmented Generation (RAG) Systems
• Agentic AI, MLOps, Deployment, and Governance
• Six guided projects and an industry capstone

Eligibility:

• Graduation with at least 50% marks.
• Relevant degrees include B.Tech, M.Tech, B.E., M.E., B.Sc., M.Sc., MCA, and BCA.
• Candidates from other disciplines need at least two years of technology experience.
• Basic programming knowledge and an understanding of algebra, probability, and statistics are required.

What stands out:

• Includes projects on deploying a deep learning model, building a RAG system, and creating a containerised AI API.
• Offers an Executive Post Graduate Certificate from IIT Kharagpur.
• The top 10% of each cohort receive a Certificate with Distinction.
• Includes a graduation ceremony on the IIT Kharagpur campus.

Learn About: AI in Cybersecurity: Market Trends & Future

You can also explore Generative AI and Agentic AI Courses from IIMs and IIITs Online to master the skill of designing intelligent systems and Develop autonomous AI Agents. Learn prompting and Integrate AI agents with external tools, APIs, and databases using MCP

IIT vs IIIT vs Edtech: Which AI Course Should You Choose?

IITs (Indian Institutes of Technology) offer education across engineering, technology and sciences, while IIITs (Indian Institutes of Information Technology) focus primarily on information technology, computer science and related fields. Edtech platforms provide flexible, skill-based learning, sometimes in collaboration with these institutions.

Which One Should You Choose?

• IIT: For broader technical education and an IIT-issued certificate.
• IIIT: For specialised learning in IT, computer science and AI applications.
• Edtech: For flexible, skill-focused learning and industry-oriented training.

Enroll into IIITB’s  Ex. Diploma in Machine Learning & AI with MLOps, Gen AI & Agentic AI Program and Learn machine learning the way product companies build, deploy, and scale AI systems. 

How to Choose the Right Online AI and Data Science Course from an IIT?

The right online course from IITs depends on your career goals, current skills, and the type of work you want to do. Consider these factors before enrolling.

1. Your Career Goal:

Choose a course that matches your plans. Cybersecurity professionals can explore AI security, while software engineers may prefer AI-native software development. If you want to build AI products, look for a course that covers product design and strategy.

2. Your Current Skill Level:

Some courses teach AI and data science from the basics, while others expect programming knowledge or work experience. Choose a course that matches your current skills.

3. Topics Covered:

Review the curriculum before you decide. Look for topics that support your goals, such as machine learning, deep learning, generative AI, large language models (LLMs), or AI product development.

4. Practical Learning:

Projects help you apply what you learn. Check whether the course includes guided projects, real-world case studies, a capstone project, or hands-on work with AI tools.

5. Learning Format:

Compare live classes, recorded lectures, and interactive sessions. Choose a format that fits your work, studies, and daily schedule.

6. Certificate and Career Support:

Check which certificate the IIT or its continuing education program offers. If you want to move into a new role, look for placement assistance or other career support, where available.

7. For School Students: IIT Madras Introduction to Data Science and AI

School students interested in exploring artificial intelligence and data science can also consider IIT Madras's Introduction to Data Science and AI course. It provides an entry point for younger learners who want to understand these subjects before pursuing higher education.

Read: Data Science for Beginners 

Conclusion:

Best online courses in AI and Data Science from IITs in India can help you build skills in AI, machine learning, and data science. These programs can help you improve your current skills and also prepare for new career opportunities.

Before choosing a course, compare its curriculum, fees, learning format, practical projects, and eligibility requirements. Pick a program that matches your skills, budget, and career goals.

If you want to enroll or explore IIT programs in detail, contact upGrad's experts for details about fees, upcoming enrolment dates, and course options. You can also get guidance to help you choose a program that fits your career plans.

Also Read: 

• AI Tools for Data Analysis
• Significant Benefits of Artificial Intelligence
• How to Learn Artificial Intelligence
• AI in Data Science
• Career in Data Science