Want a Career in AI? IIT Kharagpur Offers Free Deep Learning Course, Here’s How to Apply
If you are considering a career in Artificial Intelligence (AI) and want to enhance your skills from the comfort of your home, the Indian Institute of Technology (IIT) Kharagpur has an exciting opportunity for you. The institute is offering a free online Deep Learning course through the SWAYAM platform. This course is designed to help you build a strong foundation in AI and is open for registration now.
Course Overview
The Deep Learning course will run for a total of 12 weeks, starting from January 19, 2026, and concluding on April 17, 2026. This comprehensive course will cover various essential topics in the field of AI, making it suitable for students who are eager to learn and develop their skills in this rapidly growing area.
What Will Be Learned in This Course?
The course begins with fundamental concepts of Machine Learning. Participants will be introduced to:
- Bayesian Classification
- Multi-layer Perceptrons
As the course progresses, students will delve into modern Deep Learning models, including:
- Convolutional Neural Networks (CNN)
- Auto-encoders
These technologies are widely used in various applications such as:
- Facial recognition on mobile devices
- Voice recognition systems like Siri and Alexa
- Medical image analysis
- Enhancing chatbot functionalities
With the increasing prevalence of Deep Learning in everyday technology, this course will be invaluable for students aiming to excel in the AI domain.
Who Should Enroll?
This course is ideal for undergraduate (UG) and postgraduate (PG) students pursuing degrees in:
- Computer Science
- Electronics
- Electrical Engineering
If you possess a basic understanding of Linear Algebra, Digital Signal Processing (DSP), and Partial Differential Equations (PDE), you will find the learning experience even more accessible.
Certification Details
Participants who wish to earn a certificate must complete an offline examination, which requires a fee of ₹1,000. The exam is scheduled for April 25, 2026. To receive the certificate, students must meet the following criteria:
- Score at least 10 out of 25 in the assignments.
- Achieve a minimum score of 30 out of 75 in the final examination.
The certificate will include your name, photo, total score, and the logos of IIT Kharagpur and NPTEL, providing a valuable addition to your professional credentials.
How to Apply
<pApplying for the course is straightforward. Follow these steps to register:
- Visit the SWAYAM portal and navigate to the Deep Learning Course page.
- Click on ‘Join’ and log in using your Google or Microsoft ID.
- Fill in the required details to complete your registration.
This free course from IIT Kharagpur can serve as an excellent starting point for anyone looking to understand AI or prepare for a career in this exciting field.
Conclusion
In summary, the free Deep Learning course offered by IIT Kharagpur is a fantastic opportunity for students aiming to build a career in AI. With a comprehensive curriculum and the chance to earn a recognized certificate, this course can significantly enhance your knowledge and skills in the field. Don’t miss out on this chance to advance your career in one of the most dynamic industries today.
Note: Ensure to register before the deadline of January 26, 2026, to secure your spot in this invaluable course.

