Get updates on Eligibility, Admission, Placements Fees Structure
Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study | Video and Text Based |
Course Overview
The availability of massive amounts of image and video data on the internet has made data interpretation and analysis a challenging affair. However, deep learning has proved to be an excellent solution to such a mammoth task. Moreover, deep learning is not only applicable to data analysis but also computer vision and natural language processing tasks. This Deep Learning - IITKGP course will help you get familiar with the concept and its applications.
The Deep Learning - IITKGP course syllabus starts with traditional machine learning methods like multilayer perceptron and Bayesian classification. Towards the end, the course will discuss modern deep learning approaches like autoencoders and convolutional neural networks. After completion, you will have the knowledge and confidence to take on challenging, real-world problems related to data analysis and automation.
By opting for the Deep Learning - IITKGP certification course, you also get industry support from Adobe, TCS, Google, and DRDO. Moreover, the course’s scheduled nature also provides you with enough motivation to study the modules and complete the course. After every module, you can find challenging assignments, which help you gauge your understanding.
The Highlights
- An IIT Kharagpur offering
- Free enrollment
- Paid certification exam
- E-certificate available
- 100% online
- Expert faculty from IIT Kharagpur
- Undergraduate/Postgraduate level of difficulty
- Weekly assignments
Important dates
Course Commencement Date
Start Date : 20 Jan, 2025
End Date : 11 Apr, 2025
Enrollment Date
End Date : 27 Jan, 2025
Other
End Date : 14 Feb, 2025
Certificate Exam Date
Start Date : 27 Apr, 2025
Programme Offerings
- Paid certification exam
- 100% Online
- Weekly Assignments
- Undergraduate/Postgraduate level of difficulty
- Expert faculty from IIT Kharagpur
- E-certificate available.
Courses and Certificate Fees
| Fees Informations | Certificate Availability | Certificate Providing Authority |
|---|---|---|
| INR 1000 | yes | IIT Kharagpur |
Only those who wish to appear for the exam and earn a certificate need to pay an examination fee of Rs. 1000. Others can access the course material and assignments for free.
Deep Learning – IITKGP course fee structure
Course | Fees |
Deep Learning – IITKGP | Free |
Deep Learning – IITKGP – Certificate + Exam | Rs. 1,000 |
Eligibility Criteria
Though not mandatory, having a basic knowledge of linear algebra, discrete signal processing, and partial differential equations will help you get the most out of the Deep Learning – IITKGP certification course.
To qualify for the Deep Learning – IITKGP certificate, passing the final exam and submitting all the weekly assignments is compulsory.
What you will learn
Once you are done with the Deep Learning – IITKGP programme syllabus, you will master concepts and techniques like:
- Bayesian Learning
- Neural networks
- Convolutional neural networks
- Recent deep learning trends
- Autoencoders
- Normalisation techniques like group, batch, and instance normalisation
- Gradient descent
- Unsupervised learning
Who it is for
The Deep Learning – IITKGP online training programme’s intended audience is:
- Computer Science students
- Electronics and communication engineering students
- Electrical engineering students
Admission Details
- https://onlinecourses.nptel.ac.in/noc25_ee16/preview: Here’s the link for the Deep Learning – IITKGP programme page.
- The page has all the information regarding the programme. There’s also a ‘Join Now’ option available on the top-right.
- Clicking this link will take you to the enrolment page. You must have a Swayam account for course registration. If you don’t have an account, create one using Google/Facebook/Microsoft credentials.
- After account creation and subsequent sign-in, the course will be accessible to you.
Application Details
Those who already have a Swayam just need to log in and click on the ‘Join Now’ option to start learning. However, you will have to create a Swayam account if you don’t own one. The registration is simple and only requires you to provide basic information such as personal details, work experience details, educational qualifications, name, contact number, and email ID.
The Syllabus
Evaluation process
You will receive the Swayam certificate only after you have submitted all the assignments and cleared the final assessment. Moreover, you also need to maintain a minimum of 40% aggregate in assignments (Best of eight) and proctored exam to be eligible for the Deep Learning – IITKGP certificate.
Instructors
IIT Kharagpur Frequently Asked Questions (FAQ's)
Yes, by taking this course, you get industry support from Google, DRDO, Adobe, and TCS.
Yes, the video lectures are taught by Prof. Prabir Kumar Biswas.
Swayam recommends these reference books: Deep Learning by Ian Goodfellow, Aaron Courville, Yoshua Benjio, The MIT Press and Pattern Classification by Richard O. Duda, David G. Stork, Peter E. Hart, John Wiley & Sons Inc.
After passing the final exam, the certificate will be made available online. Hard copies are not issued.
The Swayam certificate has your name, final exam score, score breakup, and your photograph. Logos of IIT Kharagpur and NPTEL are also printed.