Online Summer Training Program
on
Machine Learning with Python

(25th June-08th July, 2020)

Venue: Online Classroom Sessions Using Zoom

Certificates to participants by E&ICT Academy IIT Roorkee


Last Date for Registration: June 24th, 2020


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


Experts from Academia: Prof. R. Balasubramanian and Prof. Partha Pratim Roy from IIT Roorkee

Experts from Industry: Dr. Anupama Ray, Research Scientist, IBM Research, Mr. Bharat Kumar Sharma, Sr. Solution Architect from NVIDIA, Mr. Sriraman Rajagopalan from Devarty Technologies

Coordinators: Prof. R. Balasubramanian and Prof. Partha Pratim Roy from 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 Python programming.

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


Objective of the Course

  • Provide foundation of Python scripting and its principles
  • Design and implement of real-world inspired ML algorithms applications
  • Boost your career prospects through innovative and independent learning
  • Project work with real life problems (Buy/selling car predictions and House price predictions)

  • Program Features

  • 40 hrs of live instructor-led classes
  • Lectures from IIT Roorkee, Hands-on sessions from industry experts
  • Technical talks from NVIDIA and IBM Research
  • Career guidance sessions from the experts
  • Session on incubation and entrepreneurship
  • 3 hrs of doubt clearing sessions on weekend
  • Access to learning material and video lectures
  • Certificates by E&ICT Academy IIT Roorkee

  • Focus Areas
  • Introduction to packages in Python
  • Tuples, Set, Dictionaries & Functions
  • Numpy, Scipy, Pandas, EDA
  • Supervised Machine Learning
  • Statistics, Hypothesis Testing, Distributions
  • Linear Regression, Logistic Regression
  • Decision Tree, Random Forest
  • Support Vector Machines
  • Heuristic Approaches of Machine Learning
  • Projects and Assignments
  • Important Details

    Last Date for Registration:
    June 24th, 2020
    Seats
    60 seats on first-cum-first-serve 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. R. Balasubramanian, CSE Department, IIT Roorkee
    Prof. Partha Pratim Roy,CSE Department, IIT Roorkee
    eict@iitr.ac.in, eictiitr@gmail.com
    Tel: +91-9717524177, +91-1332-286457



    Follow on: Facebook, Linkedin