Online Winter Training Programme
on
Deep Learning and its Applications

(03rd December-16th December, 2020)

Evening Batch - 5PM Onwards

Venue: Through Online Instructor Led (Live Classes)

Certificates to participants by E&ICT Academy IIT Roorkee


Last Date for Registration: December 01, 2020

Course Fees: INR 8000 (Applicable to all)


Eligibility: All Undergraduates/Postgraduates/Working Professionals/Faculty from Academic and Research Organizations


Expert from Academia: Prof. Partha Pratim Roy, CSE Department, IIT Roorkee

Experts from Industry: Mr. Bandenawaj Bagwan from Devarty Technologies, Expert Talks from Industry

Course Coordinator: Prof. Partha Pratim Roy, CSE Department, IIT Roorkee

Principal Investigator (E&ICT Academy IIT Roorkee): Prof. Sanjeev Manhas

Why Deep Learning?

Deep learning is a method of data analysis that automates analytical model building. Deep learning techniques are becoming ever necessary due to various factors like growing volumes and varieties of available data, computational processing that is cheaper and more powerful, and affordable data storage. Deep learning methods build quick and automatically producing models that can analyze bigger, more complex data and deliver faster, more accurate results on a very large scale. This analysis process further facilitates organizations in identifying profitable opportunities and avoiding unknown risks.

Deep learning engineers are highly sought after, and mastering deep learning will give you numerous new career opportunities.
After completion of this course, participants will be able to apply deep learning to a your own applications. You will understand the major technology trends driving Deep Learning - Be able to build, train and apply fully connected deep neural networks.


Objectives of the Course

  • Introduction of deep learning and it's real-life applications.
  • Understanding of shallow and deep architecture.
  • Understanding of neural network and sequential modeling.
  • Understand the major technology trends driving Deep Learning.

  • Programme Features

  • 40+ hours live instructor-led classes.
  • Lectures from IIT Roorkee, Hands-on sessions from industry experts.
  • Career guidance sessions from the experts.
  • Expert talks from industry.
  • 3 hrs of doubt clearing sessions on weekend.
  • Access to learning material and video lectures.
  • Certificates by E&ICT Academy IIT Roorkee.

  • Focus Areas
  • Basics of Python, Numpy, Pandas and Matplotlib
  • Introduction to Deep Learning,
  • Supervised, unsupervised and reinforcement learning
  • ANN, The Neuron Diagram, Creating an ANN network using python
  • Introduction to Tensorflow, Digit classifier(Project)
  • Introduction to CNN, Computer vision applications
  • Sentiment analysis from movie reviews, Projects using Keras
  • Human Face Detection, Dog's breed Identification
  • Project: Build a Multi-Layer Perceptron and train it to classify masses as benign or malignant based on its features
  • Important Details

    Last Date for Registration:
    December 01, 2020
    Seats
    Limited seats on First-come, First-served basis
    Duration
    14 days, 40+ Hours
    Registration Fee
    Rs. 8000/- Applicable to all (Non Refundable)
    Note - Refund will be done in case of course cancellation only, with in 20 working days
    Payment mode (Read the instruction for payment)
    Offline: Demand draft drawn in favour of "Dean SRIC IIT Roorkee" payable at Roorkee
    Online: Click on the link (https://www.onlinesbi.com/prelogin/icollecthome.htm?corpID=365641)
    How to Apply
    You can apply online by click here to fill-up the application form OR you can download offline form and email scanned copy to eict@iitr.ac.in
    Contact Details
    Prof. Sanjeev Manhas (P.I., E&ICT Academy, ECE Dept, IITR)
    Prof. Partha Pratim Roy, CSE Department, IIT Roorkee
    eict@iitr.ac.in, eictiitr@gmail.com
    Tel: +91-9149130233, +91-6376670716



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