Post Graduate level Advanced Certification Course in Deep Learning

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Course Features

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Duration

10 months

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Delivery Method

Online

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Available on

Limited Access

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Accessibility

Desktop, Laptop

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Language

English

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Subtitles

English

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Level

Advanced

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Teaching Type

Instructor Paced

Course Description

The PG Level Advanced Certification Programme in Deep Learning (Foundations and Applications) enables professionals to build expertise in Deep Learning, starting from essential theoretical foundations to learning how to apply them in the real world effectively. The 10-month weekend programme is best suited for aspiring and practising AI and Machine Learning professionals with programming knowledge.

The programme creates a practical understanding of how Machine Learning algorithms can be developed and optimized for hardware. Such systems can be used in edge computing where power and performance are the major constraints. The interactive sessions will cover fundamentals of deep learning and its applications including speech, text, image, and video processing.

It is delivered in a unique 5-step learning process of LIVE online interactive sessions by IISc and TalentSprint faculty, capstone projects which start in the middle of the programme and continue till the end, mentorship, case studies, and campus visits to ensure fast-track learning.

IISc, with its expertise in multi-disciplinary sciences, is best positioned to offer this programme. Delivered in association with TalentSprint, the programme also connects you to its Deep Tech alumni network so that you can reap life-long career benefits.

Course Overview

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Live Class

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Alumni Network

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Human Interaction

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Personlized Teaching

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Case Based Learning

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Post Course Interactions

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Case Studies,Hands-On Training,Instructor-Moderated Discussions

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Case Studies, Captstone Projects

Skills You Will Gain

Prerequisites/Requirements

Education: Graduation (four years or equivalent)

Experience: Working professionals with active hands-on coding experience aspiring to build expertise in Deep Learning

Coding Experience: Programming experience is mandatory to join this programme

What You Will Learn

Machine Learning

Deep Learning

Computer vision

Target Students

Aspiring and practising AI and Machine Learning professionals.

Course Instructors

Prof. Chiranjib Bhattacharyya

Ph.D., Computer Science and Automation, IISc, India, Programme Coordinator

Professor and Chairperson of the Dept. of Computer Science and Automation, IISc. He is a fellow of the Indian Academy of Engineering. His research areas include Unsupervised Learning, Optimization, Autonomous Systems.

Prof. Ambedkar Dukkipati

Statistics, Machine Learning, Ph.D., IISc, India

Associate Professor at the Dept. of Computer Science and Automation, IISc. His research interests include Statistical Network Analysis, Network Representation Learning, Spectral Graph Methods, Machin...

Prof. Chandramani Singh

Ph.D., Electrical Communication Engineering, IISc, India

Assistant Professor in the Dept. of Electronic Systems Engineering, IISc. Previously a Postdoctoral Research Associate at University of Illinois at Urbana-Champaign. Recipient of Microsoft Research I...

Prof. Chetan Singh Thakur

Ph.D., Neuromorphic Engineering, MARCS Research Institute, Western Sydney University, Australia

Assistant Professor at the Dept. of Electronic Systems Engineering, IISc. Before joining IISc, he worked as a Research Fellow at Johns Hopkins University. In addition, he worked with Texas Instrument...
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