Online Summer Training Program
on
Data Analytics and Machine Learning using Python

(12th August-25th August, 2020)

Venue: Through Online Instructor Led (Live Classes)

Certificates to participants by E&ICT Academy IIT Roorkee


Last Date for Registration: August 11, 2020


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


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

Experts from Industry: Dr. Abhishek Das, Research Scientist, Facebook, USA, Dr. Sachin Pawar from Tata R&D Center, Pune, Mr. Bipul Shahi from Diginique TechLabs.

Course Coordinators: Prof. R. Balasubramanian and Prof. Raksha Sharma from IIT Roorkee

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

Why Data Analytics and Machine Learning using Python?

In recent years, Data Analytics and Machine learning has emerged as powerful techniques for solving problems involving huge loads of data. Machine Learning algorithms help towards taking a better decision. Machine learning provides algorithms and tools that are useful for solving classification and regression tasks in the supervised learning problems, clustering and frequent pattern mining tasks in unsupervised learning problems, tasks of controlling the behavior of machines in reinforcement learning problems.

The whole data analysis process is a cycle of trial and error: design features and clean and normalise the data, reduce input dimensionality if necessary, build the model, evaluate it, and go back to the start.
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 (Hand written optical image recognition and Exploratory analysis on Covid 19))

  • Program Features

  • 40 hrs of live instructor-led classes
  • Lectures from IIT Roorkee, Hands-on sessions from industry experts
  • Career guidance sessions from the experts
  • Session on incubation and entrepreneurship
  • Expert talks from Facebook AI Research, USA & Tata R&D Center, Pune
  • 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:
    August 11, 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. Raksha Sharma, CSE Department, IIT Roorkee
    eict@iitr.ac.in, eictiitr@gmail.com
    Tel: +91-7409146082,+91-9149130233 +91-1332-286457



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