IIT Kharagpur has officially opened applications for its Free Deep Learning AI Course 2026 in collaboration with SWAYAM and NPTEL. This prestigious online course is designed for students who want to master modern Artificial Intelligence and Deep Learning techniques used in real-world applications such as image recognition, speech processing, chatbots, fraud detection, and autonomous systems.
The IIT Kharagpur Deep Learning Course will begin on January 19, 2026, and will run for 12 weeks, providing high-quality academic and practical learning under expert guidance.
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Table of Contents
Key Highlights of IIT Kharagpur Free Deep Learning AI Course
- Course Name: IIT Kharagpur Free Deep Learning Course 2026
- Platform: SWAYAM (NPTEL)
- Duration: 12 Weeks
- Start Date: January 19, 2026
- Last Date to Apply: January 26, 2026
- Mode: Online
- Course Fee: FREE
- Certification Exam Fee: ₹1,000 (Optional)
About the SWAYAM
SWAYAM (Sanskrit pronunciation: [swˈa y a m]) is an Indian government portal for a free, open online course (MOOC) platform providing educational courses for university and college learners.
The SWAYAM initiative was launched by the Ministry of Human Resource Development (MHRD) (now the Ministry of Education), Government of India under Digital India to give a coordinated stage and free entry to web courses, covering all advanced education, high education, and skill sector courses. It was launched on 9 July 2017 by Pranab Mukherjee, President of India.
About the Free Deep Learning AI Course by IIT Kharagpur
This course is taught by Dr. Prabir Kr. Biswas starts with the basics of Machine Learning before moving to advanced Deep Learning concepts.
Topics Covered:
- Bayesian Classification
- Multilayer Perceptron (MLP)
- Convolutional Neural Networks (CNN)
- Autoencoders
- Image Recognition
- Speech Recognition
- Natural Language Processing basics
- AI-driven automation systems
The course focuses on practical implementation in real-world scenarios like:
- Medical image disease detection
- Voice assistants (Siri, Alexa)
- Chatbots and AI customer support
- Fraud detection systems
- Self-driving vehicles and drones
- Industrial AI applications
Who Can Apply for IIT Kharagpur Free Deep Learning Course?
Students currently enrolled in UG or PG programs can apply, especially those from:
- Computer Science
- Electronics & Communication Engineering
- Electrical Engineering
- IT-related fields
Required Knowledge:
- Linear Algebra
- Digital Signal Processing (DSP)
- Partial Differential Equations (PDE)
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Certification and Examination Details
Students who want to receive the official certificate must appear for a proctored offline exam.
Exam Details:
- Exam Date: April 25, 2026
- Mode: Offline Proctored
Minimum Marks Required:
- Assignments: 10 out of 25
- Final Exam: 30 out of 75
The certificate will feature:
- Student Name
- Photograph
- Score
- Logos of NPTEL & IIT Kharagpur
Why Choose IIT Kharagpur Free Deep Learning Course?
Free learning from a top IIT institute
Industry-relevant curriculum
Recognized NPTEL & IIT Certificate
Strong career value for AI jobs
Advanced technical exposure
High credibility for resumes
This course is ideal for students aspiring to build careers in:
- Artificial Intelligence
- Data Science
- Machine Learning
- Robotics
- Computer Vision
- AI Engineering
What is Deep Learning?
Deep Learning is a branch of Artificial Intelligence that allows computers to learn from large data sets. It mimics the human brain and helps machines perform complex tasks like recognizing faces, understanding voices, predicting trends, and automating decisions without explicit programming.
Important Dates at a Glance
| Event | Date |
|---|---|
| Course Start | January 19, 2026 |
| Last Date to Apply | January 26, 2026 |
| Course End | April 17, 2026 |
| Exam Date | April 25, 2026 |
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How to Apply for IIT Kharagpur Free Deep Learning Course on SWAYAM
Follow these simple steps:
- Visit the official SWAYAM portal: onlinecourses.nptel.ac.in
- Search for “Deep Learning – IIT Kharagpur”
- Click on “Join”
- Log in using Gmail or Microsoft ID
- Fill in the required details
- Successfully register for the course
Conclusion
The IIT Kharagpur Free Deep Learning Course 2026 is a golden opportunity for students who want to learn AI skills from one of India’s most prestigious institutions. With no course fee and only a minimal certification fee, this program delivers exceptional value for learners seeking cutting-edge knowledge.
If you’re planning a career in Artificial Intelligence, don’t miss this opportunity.
FAQ
Q1. What is IIT Kharagpur Free Deep Learning Course 2026?
The IIT Kharagpur Deep Learning Course 2026 is a free online AI program offered through SWAYAM and NPTEL, designed to teach students advanced concepts of Deep Learning, image recognition, speech processing, and AI-based real-world applications.
Q2. Is IIT Kharagpur Deep Learning course free?
Yes, the course is completely free. However, students who want an official certificate must appear for a proctored exam by paying a fee of ₹1,000.
Q3. What is the last date to apply for IIT Kharagpur AI course?
The last date to apply for the IIT Kharagpur Deep Learning Course is January 26, 2026.
Q4. When does the IIT Kharagpur Free Deep Learning course start?
The course will start on January 19, 2026 and will run for 12 weeks until April 17, 2026.
Q5. Who is eligible for IIT Kharagpur Free Deep Learning Course?
Students currently pursuing UG or PG programs in Computer Science, Electronics, IT, or Electrical Engineering are eligible. Candidates should have knowledge of Linear Algebra, DSP, and PDE.
Q6. How can I apply for IIT Kharagpur Free Deep Learning Course?
You can apply through the SWAYAM portal by visiting onlinecourses.nptel.ac.in, searching for the course, clicking “Join”, and logging in using Gmail or Microsoft ID.
Q7. Is certification mandatory?
No, certification is optional. If you want a certificate, you must take the proctored exam.
Q8. What topics are covered in the course?
Topics include:
Machine Learning fundamentals
Bayesian Classification
CNN and Autoencoders
Image & Speech Recognition
Real-world AI applications
Q9. What is the exam date for IIT Kharagpur Free Deep Learning Course?
The final certification exam will be held on April 25, 2026.
Q10. What marks are required to pass the exam?
Students must score:
10/25 in Assignments
30/75 in Final Exam
