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Deep Learning

With more data being processed and analysed now than ever before, it is a task of overwhelming proportions for human analysts to sift through it all. This has led to the idea of automating this task using computers by allowing them to study this data and learn from it of its own accord. This is what the Deep Learning workshop is all about. Upon the completion of this workshop, you will gain a wider insight into this burgeoning field of Computer Science.

 

  • History and Motivation of Learning Models  
  • Hybrid Data

  • Deep Learning Concepts (DL)

  • Role of Data Analytics in DL 

  • Various modelling approaches for deep learning

  • Introduction to Convolutions, Convnet  

  • Introduction to different CNN architectures- AlexNet, VGG-16, Resnet-50 for transfer learning 

  • Handon - Image Classification Model-Gender and age prediction with IMDB gender and age dataset 

  • Hyperparameter Optimization for CNN model and model evaluation techniques

     

An email enclosing the payment link will be sent to the participant's registered email address after registration. A registration fee of INR 799 is to be paid towards Pragyan, NIT Trichy, to complete the registration process for the workshop.

Date: 13th March 2020

Number of participants per team: 1

Organiser: Boston India

Duration: 7 hours

Timing: 9:00 a.m. - 5:00 p.m.

Venue: Will be informed soon.

Devika: 63033 15067
Deepanshu: 81094 97431

Email ID: software.ws@pragyan.org or workshopshead@pragyan.org

1) Does the workshop have any prerequisites?
There are no prerequisites for the workshop. Any interested student can attend the workshop. 

2) How should the payment be made for the workshop?
Payment can be made online. Payment guidelines will be mailed to the participant’s email ID once registered.

3) On what basis are workshop registrations confirmed?
Registrations are confirmed after payment on a first come first serve basis. Confirmation of your participation is subject to availability.

4) Will the fees paid for the workshop be refunded in case I fail to attend the workshop?
Fees once paid, is strictly non-refundable. Requests for refund will not be entertained.  

5) Will accommodation be provided?
Yes. We provide accommodation depending on the availability and your place of residence. You will have to register separately for that. Visit the Pragyan website to register for accommodation.

 6) Will certificates be provided?
Yes. A certificate from Pragyan, the techno-managerial organisation of NIT Trichy, will be provided after the completion of the workshop.

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