IIT Roorkee PG Certification in Data Science, Machine Learning & Generative AI
Last date of Admission : 31 October 2026
IIT Roorkee PG Certification in Data Science, Machine Learning & Generative AI
Last date of Admission : 31 October 2026
IIT Roorkee Faculty Support
Multiple Hands-On Industry Projects
Two-Specialization Tracks
Optional Campus Immersion
About IIT Roorkee Data Science, Machine Learning & Generative AI Programme
IIT Roorkee is one of India’s premier institutions for engineering, technology and research. Through its Centre for Continuing Education (CEC), the institute offers professional learning programmes helping working professionals to develop relevant technical expertise alongside their careers in 2026.
Their course, Post Graduate Certificate in Data Science, Machine Learning & Generative AI, is designed for professionals who want to build a broader understanding of data and AI rather than limiting their learning to a single technology. This programme covers Data Science, Machine Learning, Deep Learning, Generative AI and MLOps, giving learners a structured understanding of how data-driven models are developed and applied.
Students can also choose between two specialisation tracks — Deep Learning & Generative AI or Data Engineering & Generative AI.
Accreditations and Approvals of IIT Roorkee
NIRF Ranking
6th in Engineering, 1st in Architecture and 7th Overall in NIRF Ranking 2025.
QS World University Rankings 2026
IIT Roorkee is ranked 339th globally and 114th in the QS Asia University Rankings 2026.
India’s Best Architecture College
1st Place to Department of Architecture and Planning
Times Higher Education World University Rankings
#501 - 600 World University Rankings #83 Asian University Rankings
Eligibility Criteria of IIT Roorkee Data Science, Machine Learning & Generative AI Programme
Academic Qualification
Candidates must have a bachelor's degree with a minimum of 50% marks from a recognised university.
Work Experience
IIT Roorkee's certificate programme needs at least one year of experience in domains such as IT, software, technology, or engineering domains.
Preferred Background
Professionals with prior background in related fields are preferred.
Key Highlights of IIT Roorkee Data Science, Machine Learning & Generative AI
Students should know that there are several factors behind the non-approval of BTech in Distance Education. The reasons below explain why BTech Distance Education is not recognised in India.
122 Hours of Live Learning
Students learning through this course will get access to 122 hours of live instructor-led sessions. They can learn directly through structured classes and interact with faculty and industry experts during the programme.
IIT Roorkee Faculty
The programme is delivered by faculty from IIT Roorkee's Department of Computer Science & Engineering and Centre for Continuing Education, bringing academic concepts together with practical applications.
Hands-On Projects
Learning is not limited to theoretical concepts. Participants work on industry-oriented projects to understand how data science and AI techniques can be applied to practical problems.
Choose a Specialisation Track
Learners can select a track based on their career interests. The programme offers Deep Learning & Generative AI and Data Engineering & Generative AI as specialisation options.
Capstone Project
The programme concludes with a capstone project that allows learners to bring together the concepts covered across the course and apply them to a practical problem.
Optional Campus Immersion
Participants can also opt for a five-day campus immersion at IIT Roorkee in 2026. This provides an opportunity to experience the academic environment and interact with faculty in an on-campus learning environment.
The Prestigious IIT Credentials
IIT Roorkee Data Science, Machine Learning & Generative AI Curriculum
| Module | Learning Outcomes |
|---|---|
| Orientation | At the start of the programme, the students will get familiar with the programme structure, learning approach, and technical tools they’ll use throughout the course. |
| Foundations | The first module covers fundamentals of data science and how Generative AI is becoming part of modern data-driven applications. |
| Python for Data Science | Students will learn how Python can be used for data handling, analysis, and building data science solutions. |
| Data Analysis and Visualisation | In this module, the focus will be on working with datasets, identifying patterns, and communicating insights through effective data analysis and visualisation. |
| Machine Learning | This module covers the working of the ML project cycle and applies key techniques such as regression, classification, SVM, KNN, and Naïve Bayes through hands-on practice. |
| Advanced Knowledge Machine Learning | Continuing the learning of Machine Learning, students will dive into different machine learning approaches and learn how models can be developed for practical use cases. |
| Text Analytics | In Text Analytics, students will learn how data from text can be processed and analysed for applications involving language and unstructured information. |
| Deep Learning | IIT Roorkee faculty will help build an understanding of neural networks and deep learning techniques used in modern AI applications. |
| MLOps | In this next module, the machine learning lifecycle, including model deployment, monitoring, CI/CD pipelines, and production environments, will be covered. |
| Generative AI | Students will learn the application of Generative AI in the real world. The module will also cover how to build GenAI tools from scratch. |
| Specialisation Learning Track | In this phase, they will choose between Deep Learning & Generative AI or Data Engineering & Generative AI based on their career interests. |
| Capstone Project | At last, IIT Roorkee faculty will guide students to demonstrate their learning via a practical capstone project. |
IIT Roorkee Data Science, Machine Learning & Generative AI Fees
The total programme fee for the current batch in 2026 is ₹1,76,000 + applicable taxes.
The fee includes the programme fee and application fee as applicable to the current batch.
Candidates can also pay the programme fee according to the instalment schedule provided at the time of admission.
Who Can Pursue IIT Roorkee Data Science, Machine Learning & Generative AI?
Data Analysts
Software & IT Professionals
Engineers
Machine Learning Professionals
Technology Professionals
Professionals Looking for an AI Transition
Career Outcomes of IIT Roorkee Data Science, Machine Learning & Generative AI
Data Scientist
Professionals can work with large datasets, identify patterns and use statistical and machine learning techniques to generate useful business insights.
Machine Learning Engineer
The programme can help professionals build skills related to developing, deploying and managing machine learning models for different business applications.
Data Engineer
Knowledge of data processing, data pipelines and big-data technologies can support professionals looking to work on the systems that enable analytics and AI applications.
Generative AI Roles
With exposure to Generative AI, LLMs and related technologies, professionals can explore emerging roles focused on developing and applying AI-powered solutions.
Business Analyst
Professionals can combine business understanding with data and analytical skills to support data-backed decision-making and identify opportunities for improvement.
Deep Learning Roles
The Deep Learning & Generative AI track can help professionals build stronger foundations for roles involving neural networks, computer vision, NLP and other advanced AI applications.
MLOps Roles
Knowledge of model deployment, monitoring and the machine learning lifecycle can help professionals move towards roles that connect machine learning development with production environments.
IIT Roorkee Online Application Process
Submit the enquiry form
Fill in your details and programme preference.
Select your preferred programme
Choose the course that matches your learning goals.
Submit documents
Share the required details and documents to proceed. Candidates may have to attend an interview if required.
Complete onboarding
Finish the onboarding formalities if required by the institute.
Get expert counselling
Speak with a programme advisor for guidance.
Pay the preliminary fee
Complete the required fee payment to initiate the admission process.
Receive your offer letter and confirm participation
Students will receive an offer letter. They have to confirm their participation in the program.
Begin your programme
Start learning as per the scheduled program date.
Submit the enquiry form
Fill in your details and programme preference.
Get expert counselling
Speak with a programme advisor for guidance.
Select your preferred programme
Choose the course that matches your learning goals.
Pay the preliminary fee
Complete the required fee payment to initiate the admission process.
Submit documents
Share the required details and documents to proceed. Candidates may have to attend an interview if required.
Receive your offer letter and confirm participation
Students will receive an offer letter. They have to confirm their participation in the program.
Complete onboarding
Finish the onboarding formalities if required by the institute.
Begin your programme
Start learning as per the scheduled program date.
Frequently Asked Questions
Q1. Does IIT Roorkee offer any AI certification program?
Yes, IIT Roorkee’s CEC initiative offers an 8-month professional programme covering Data Science, Machine Learning, Deep Learning, Generative AI and MLOps, with live sessions, practical projects, specialisation tracks and a capstone project.
Q2. Is IIT Roorkee's Data Science and AI programme worth it in 2026?
Yes. IIT Roorkee certification in data science, machine learning and generative AI is a worthy certificate program. It is best for working professionals who want a credible certification that can help them grab higher-responsibility roles.
Q3. What is the eligibility for the IIT Roorkee Data Science, Machine Learning & Generative AI programme?
Candidates should have a bachelor’s degree with at least 50% marks and preferably one year of experience in IT, software, technology, or engineering.
Q4. What is the fee for the IIT Roorkee Data Science and AI programme?
The current programme fee is ₹1,76,000 plus applicable taxes.