Online Certification Course on Data Science using Python

05th April – 18th April 2021

Evening Batch – 5 PM Onwards

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

Experts from Industry: Mr. Pranjal Mishra from Devarty Technologies, Expert talks from industry

Certificates to participants by E&ICT Academy IIT Roorkee

Principal Investigator
Prof. Sanjeev Manhas

Venue: Through Online Instructor-Led (Live Classes)

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Why Data Science?

Data Science has become an essential part of everyday life and emerged as a critical component of modern business intelligence in recent years. Its algorithms 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.

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

 

 

Objectives of the Course

  • To provide foundation of Python scripting and its principles.
  • To design and implement of real-world inspired ML and DL algorithms applications (Image Processing with MLP).
  • 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).

Last Date for Registration

April 03, 2021

Course Fees

8000 (Applicable to all) (Non Refundable)
Note - Refund will be done in case of course cancellation only, with in 20 working days

Eligibility

All undergraduates/postgraduates /working professionals/ Faculty from Academic and Research Organizations

Course Coordinators

Prof. R. Balasubramanian and Prof. Partha Pratim Roy from IIT Roorkee

How to Apply

You can apply online by Click hereto fill-up the application form OR you can Download form and email a scanned copy to eict@iitr.ac.in

Payment Mode

Offline: Demand draft drawn in favour of "Dean SRIC IIT Roorkee" payable at Roorkee For online Click here

Contact Details

Prof. Sanjeev Manhas (P.I., E&ICT Academy, ECE Dept, IIT Roorkee)
Prof. R. Balasubramanian, CSE Department, IIT Roorkee
Prof. Partha Pratim Roy, CSE Department, IIT Roorkee
eict@iitr.ac.in, eictiitr@gmail.com
Tel: +91-9149130233, +91-6376670716

Course Features

40+ Hours live instructor-led classes.

Expert talks from industry.

Career guidance sessions from the experts.

3 hrs of doubt clearing sessions on weekend.

Access to learning material and video lectures.

Lectures from IIT Roorkee, Hands-on sessions from industry experts.

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
  • Time Series: Trends, Seasonality, Cyclic, Differencing, AR, MA, ARMA, ARIMA
  • Linear Regression, Logistic Regression
  • Decision Tree, Random Forest
  • Support Vector Machines
  • Heuristic Approaches of Machine Learning
  • Projects and Assignments

Sample certificate