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About Workshop
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Workshop Schedule

This 4-days weekend workshop is organized by IIT Mandi iHub and HCI Foundation and IIT Mandi. The workshop targets motivated executives and working professionals willing to work in the area of AI/ML. Extensive theory sessions, lab sessions are planned with an assessment at the end of the workshop on the basis of which certificates will be provided. During lab sessions, support will be provided by specifically trained teaching assistants (PhD students). This workshop mainly targets software engineers and executives. However, final year undergraduates/masters/PhD level, and faculty members may also find it very beneficial. A basic minimum in Linear Algebra, Python, Machine Learning, and Probability Theory is expected as a prerequisite for better understanding. However, the major foundational concepts will be covered by the expert speakers.

To know more about, please find the workshop flyer here

Objective and Scope

Machine learning has emerged as a major research area due to its effectiveness in solving real-world problems. This workshop is designed to deliver both the mathematical foundations of machine learning and its applications. Hence, this workshop can be useful to those familiar with the basics of machine learning but seeks an effective refresher on its mathematical foundations and an in-depth look at some of its applications. The team of national and international experts from academia will deliver towards these objectives and provide a unique short program that can benefit a diverse audience from industry and academia. The workshop topics are as follows:

Probability and Statistics • Linear Algebra and Information Measures • Optimization and Algorithms • Basics of Machine Learning • CNN and Autoencoders • Adversarial Machine Learning • Lab Sessions on FC, CNN, AE, and GAN

Organiser

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Dr. Satyajit Thakor

Coordinator, IIT Mandi

Speakers

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Dr. Satyajit Thakor

IIT, Mandi

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Dr. Stefano Rini

NYCU, Taiwan

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Dr. Shih-Chun Lin

NTU, Taiwan

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Dr. Aditya Nigam

IIT, Mandi

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Dr. Dileep A. D.

IIT, Mandi

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Dr. Arnav Bhavsar

IIT, Mandi

Important Dates

Early Registration On or before
27 Aug 2021
Late Registration After
27 Aug 2021
Workshop Dates 28 Aug to 05 Sep
(weekend classes)

Regstration Fee Details

Early Registration Late Registration
Regular Students INR 4500 + GST INR 5000 + GST
Faculty Member INR 6000 + GST INR 7000 + GST
Industry Participants INR 7000 + GST INR 8000 + GST
International Participants USD 130* USD 160*

GST is 18%, * inclusive GST


Two-Step Registration Process

Step - 1. Please pay applicable registration fee through bank transfer using the account details given below:

        NAME OF THE ACCOUNT HOLDER: IIT Mandi iHub and HCI Foundation
        BANK ACCOUNT NUMBER: 39786879702
        BANK NAME: State Bank of India (SBI)
        BRANCH NAME WITH ADDRESS: SBI, IIT Kamand, Mandi (H.P.) 175005
        IFS CODE OF THE BRANCH: SBIN0013711
        MICR CODE OF THE BANK: 175002103
        SWIFT CODE: SBININBB288

        Bank details are also enclosed here
                                    OR
        Click here to pay with credit card. Please use this option ONLY for payment by credit card

Step - 2. Fill-up the form to get registered