IIT Kharagpur, in collaboration with the SWAYAM/NPTEL platform, has opened registrations for its free online Deep Learning course, starting in January 2026. This 12-week programme is tailored for students eager to explore how artificial intelligence models power real-world applications such as image recognition, speech processing, robotics, automation, security systems, and more. The course will run from January 19 to April 17, 2026, with an optional certification exam at the end.
Designed for both beginners and intermediate learners in AI, the course blends theory with practical, industry-aligned examples that help students understand the working of modern machine learning and neural network systems.
IIT Kharagpur Deep Learning Course 2026 – Quick Overview
| Details | Information |
| Platform | SWAYAM / NPTEL |
| Course Duration | 12 Weeks |
| Start Date | January 19, 2026 |
| End Date | April 17, 2026 |
| Registration Deadline | January 26, 2026 |
| Certification Exam Date | April 25, 2026 |
| Exam Fee | ₹1,000 (Optional) |
| Conducted By | IIT Kharagpur |
| Mode | Free Online Course |
The programme introduces essential deep learning concepts while ensuring accessibility to students from core engineering fields.
What the Course Covers
Students will learn how deep learning models solve practical problems across domains like:
- Healthcare diagnosis using medical imaging
- Facial and object recognition in photos
- Voice assistants and speech interpretation
- Chatbots and conversational AI
- Fraud detection using pattern recognition
- Traffic, weather and demand forecasting
- Autonomous drones, robotics and intelligent systems
This real-world exposure makes the course ideal for learners preparing for careers in AI, ML, Data Science, Robotics and related fields.
Who Can Enrol?
The course is open to:
- Undergraduate engineering students
- Postgraduate students from engineering or allied fields
Recommended academic background:
- Linear Algebra
- Digital Signal Processing (DSP)
- Partial Differential Equations (PDEs)
Students from Computer Science, ECE, EE and AI/ML specialisations will benefit the most, though motivated learners from other fields can also apply.
Certification Exam Details
While the course is free, learners can earn an official NPTEL–IIT Kharagpur certificate by appearing for an optional offline exam:
- Exam Date: April 25, 2026
- Fee: ₹1,000
- Minimum Scores Required:
- Assignments: 10/25
- Final Exam: 30/75
The certificate will include:
- Candidate’s name
- Photograph
- Consolidated marks
- Logos of IIT Kharagpur and NPTEL
This certificate is widely recognised by industries and academic institutions.
How to Register for the IIT Kharagpur Deep Learning Course
Follow these steps:
- Visit the official SWAYAM/NPTEL course page for Deep Learning
• Click on the Join button
• Log in using a Google or Microsoft account
• Fill out the registration form with academic and personal details
• Submit to complete enrollment
Registration is completely free, and there is no limit on enrolment numbers.
Why This Course Matters
IIT Kharagpur’s Deep Learning programme offers:
- Strong theoretical understanding
- Practical exposure through real-world use cases
- Access to video lectures, quizzes, assignments and discussion forums
- Opportunity to earn an IIT-certified credential at low cost
- A beginner-friendly path into advanced AI technologies
Whether you’re preparing for higher studies, industry roles, or AI research, this course is a solid foundational step.
FAQs (Frequently Asked Questions)
| Is the IIT Kharagpur Deep Learning course free? |
| Yes, the course is free; only the certificate exam costs ₹1,000. |
| What is the last date to register? |
| January 26, 2026. |
| Do I need a specific degree to enrol? |
| UG/PG engineering students can apply; CSE, ECE and EE backgrounds are ideal. |
| Are assignments mandatory? |
| Yes, if you want a certificate. |
| Is the final exam compulsory? |
| No, it is optional. |
| What is the minimum score for certification? |
| 10/25 in assignments and 30/75 in the exam. |
| How long is the course? |
| 12 weeks (Jan 19–Apr 17, 2026). |
| Where can I register? |
| On the SWAYAM or NPTEL official portal. |
The IIT Kharagpur Deep Learning Course 2026 on SWAYAM offers students a valuable opportunity to gain AI and machine learning skills through a structured, industry-relevant curriculum delivered by experts. With free access, flexible learning and optional certification, it serves as an excellent gateway into the world of advanced AI technologies. For official updates and registration links, visit the SWAYAM/NPTEL portal and bookmark this page for quick access, for more details and apply CLICK HERE
