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Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study, Virtual Classroom | Video and Text Based |
Course Overview
Post Graduate Certificate in Deep Learning for Computer Vision and Extended Reality training is an online programme offered jointly by Coursera and the Indian Institute of Technology Guwahati. The course will train the participants on the application of deep learning in extended reality (XR) and computer vision. The six-month-long online PG programme is designed for those who have a bachelor's degree.
Post Graduate Certificate in Deep Learning for Computer Vision and Extended Reality by IIT Guwahati helps the learners advance their knowledge of machine learning and deep learning models. The programme consists of 6 courses on various aspects and 6 projects. The course provides comprehensive practical exposure through projects making the learning ready for the industry.
Post Graduate Certificate in Deep Learning for Computer Vision and Extended Reality online course is tortured by the expert faculties from IIT Guwahati. Coursera also provides 2 weeks refund policy for this programme.
Also, Read: Deep Learning Certification Courses
The Highlights
- 100% Online Course
- Offered by IIT Guwahati
- 6 Months Programme
- PG Certificate by IIT Guwahati
Programme Offerings
- Recorded videos
- 6 Courses & 6 projects
- Project-Based Learning
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | IIT Guwahati (IITG) |
To enrol in the course, the learner will have to pay the Post Graduate Certificate in Deep Learning for Computer Vision and Extended Reality fees. Students from India can pay the fee using net banking, credit or debit card whereas those from outside India can make payment through Paypal and debit or credit cards. The EMI payment option and refund policy of two weeks are also available.
Fee Structure:
Name of the Course | Fee |
Post Graduate Certificate in Deep Learning for Computer Vision and Extended Reality | Rs 1,12,500 / $1,500 |
Eligibility Criteria
Academic Qualifications
The eligible candidates for the online post-graduate programme must have:
- A bachelor's degree.
- A basic knowledge of algorithms and coding (C/C++).
- High-school level mathematics.
This can also be taken by students who are in their third year of graduation.
Certification Qualifying Details
To get the certificate from IIT Guwahati, the learners will have to complete all the projects assigned during the PG certificate programme.
What you will learn
Post Graduate Certificate in Deep Learning for Computer Vision and Extended Reality Syllabus will enable the participants to learn the process of creating basic and advanced deep learning models. Also, it trains them on how to create deep learning-based applications with Python. Further, it covers the following topics:
- Encoder-Decoder model
- Generative adversarial network (GAN)
- Extended Reality
- XR SDKs
- Unity Engine
- XR Application Development
- Deep Learning
- TensorFlow/Keras
Who it is for
Post Graduate Certificate in Deep Learning for Computer Vision and Extended Reality classes is recommended for UG and PG students as well as working professionals who want to explore computer science, XR and deep learning. It is also suitable for those who want to go for the following career options:
Admission Details
Enrol in the Post Graduate Certificate in Deep Learning for Computer Vision and Extended Reality course via the following process:
Step 1: Create an account in Coursera and log in.
Step 2: Browse the URL: https://www.coursera.org/certificates/deep-learning-computer-vision-xr-iitguwahati
Step 3: Start taking the course when the enrolment opens by enrolling with the required details and paying the fee.
The Syllabus
- Introduction to machine learning
- Introduction to neural network
- Building neural network using Tensorflow and Keras
- TensorFlow and Keras programming
Project: Develop feed-forward, neural network-based classifiers with TensorFlow and Keras
- Recurrent neural networks and their variants
- Convolutional neural networks
- Encoder-Decoder model
- Applications and implementations
Project: Develop a face recognition system from optical images using different deep CNN models
- Attentions in neural network
- Generative adversarial network (GAN) and N-shot learning
- Transfer learning and multi-tasks learning
- Applications and implementations
Project: Develop a face recognition system from optical images using different attention-based deep CNN models
- Human sensory organs and XR
- XR hardware
- Interaction in XR
- XR software
Project: Setting up of an XR (AR/VR/MR) system development environment
- Interactive XR system development life-cycle
- Foundation of computer graphics
- Foundation of computer vision
- Deep learning and XR
Project: Design and specification document for an XR system (VR/AR/MR)
- Introduction to the Unity engine
- VR and AR SDKs
- VR app development with Unity
- AR app development with Unity
- Build and deploy simple AR systems
Project: App development for AR and VR
Instructors
IIT Guwahati (IITG) Frequently Asked Questions (FAQ's)
The online PG programme is 6 months long programme and the learners will need to devote 6-8 hours per week.
The programme consists of recorded sessions and live classes with faculties.
The facilities of the programme are Dr Samit Bhattacharya and Dr Sanasam Ranbir Singh, associate professors at IIT Guwahati.
No, there is no scholarship available for this online certification as of now.
Yes, the learners will be provided with a PG certificate from IIT Guwahati.
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