Online Instructor Led Weekends Training Programme
on
Mathematics for Machine Learning and AI

(21st November-19th December, 2020)

Venue: Through Online Instructor Led (Live Classes)

Certificates to participants by E&ICT Academy IIT Roorkee


Last Date for Registration: November 17, 2020

Course Fees: INR 15000 (Applicable to all)


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


Programme Features

  • 30+ Hours live instructor-led weekends extensive sessions.
  • Designed for working professionals.
  • Well planned theory and Hands-on sessions.
  • Learn from IIT Roorkee and industry experts.
  • Get career transition in AI & Machine Learning.
  • Access to learning material and video lectures.
  • Get certified by E&ICT Academy, IIT Roorkee.

  • Objectives of the Course

  • To provide all required knowledge of Mathematics to excel in developing new algorithms and models in AI and Machine Learning.
  • To cover matrix theory, gradient calculus/optimization and statistics theory those are having strong linkage with machine learning.
  • Applications of the topics will be introduced with the help of real-life examples.


  • Experts from Academia:

  • Prof. R. Balasubramanian, CSE Department, IIT Roorkee
  • Prof. Sanjeev Kumar, Mathematics Department, IIT Roorkee
  • Prof. S. K. Gupta, Mathematics Department, IIT Roorkee


    Experts from Industry:

  • Mr. Bandenawaj Bagwan, Devarty Technologies
  • Expert talks from Industry


  • Course Coordinators:

  • Prof. R. Balasubramanian, CSE Department, IIT Roorkee
  • Prof. Sanjeev Kumar, Mathematics Department, IIT Roorkee



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



  • Why Machine Learning?

    Machine Learning has become an essential part of everyday life and emerged as a critical component of modern business intelligence in recent years. One of the most powerful tool to implement Machine Learning is Mathematics.

    According to Kdnuggets- Businesses will need one million ML engineer/ data scientists in near future.
    Data Scientist has been named the best job - Forbes




    Focus Areas
  • Matrix Algebra: Elementary Row Operations, Determinant and Inverse of the Matrix
  • Quadratic Forms, Vector Norms, Matrix Norms
  • Spectral Decomposition, Low Rank Approximation, Principal Component Analysis
  • Gradient Calculus, Descent algorithm with applications in ML
  • Case Studies on Probability/Statistics based data analysis with Python




  • Important Details

    Last Date for Registration:
    November 17, 2020
    Seats
    60 seats on first-come, first-served basis
    Duration
    5 Weekends, 30+ Hours
    Registration Fee
    Rs. 15000/- 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. R. Balasubramanian, CSE Department, IIT Roorkee
    Prof. Sanjeev Kumar, Mathematics Department, IIT Roorkee
    eict@iitr.ac.in, eictiitr@gmail.com
    Tel: +91-9149130233 +91-1332-286457



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