Machine Learning and Data Analytics with Python

(04th Dec-08th Dec, 2018)

in association with

Venue: Ajay Kumar Garg Engineering College 27th KM Stone, Delhi - Hapur Bypass Road, Adhyatmik Nagar, Ghaziabad


Last Date for Registration: Nov. 26th, 2018


Eligibility: Faculty/PhD/Research Scholars of engineering/technical institutions and persons from Govt. departments/labs and industry.


Experts from Academia/Industry: Mr. Saurabh Agarwal (Vowel Softech)

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

Why Machine Learning and Data Analytics Techniques with Python?

Data analysis has become an essential part of everyday life and emerged as a critical component of modern business intelligence in recent years. Data scientists have a number of option to analyze data using statistical methods. One of the most convenient and powerful methods is to use the Python programming language. This course will help you to learn how to tackle data analysis problems using the Python. Participants will able to understand how data is created, stored, accessed. What you learn in this course will give you a strong foundation in all the areas that support analytics. Participants will also learn how to compute various statistical measures, create meaningful data visualizations, Python models to predict expected future outcomes.


Objective of the Course

  • Introduction of data analytics, machine learning and it's real-life applications.
  • Understanding of statistics and Python programming which will help the participants to carry out various analytical studies.
  • Benefits and Outcomes of the Course

  • Learn the importance of data.
  • Learn the various aspects of data handling and how information can be extracted from data.
  • Carry out predictions-how to predict, how to analyses predicted values, discuss the importance of variables in a dataset.
  • Industries and domain where analytics are used extensively.
  • Guide/Mentor the students to seek job opportunities in data analyst fields.

  • Course Program

  • The program is split into lectures and labs/hands-on sessions.
  • Hands-on experience on basic and advanced-level topics.
  • Interaction & learning with experts from academia & industry.
  • Certificates to participants by E&ICT Academy IIT Roorkee.

  • Course Content
  • Introduction to Python, Variables Numbers, Strings, Lists, Tuples, Dictionary, Sets, Operators, Functions and Regular Expressions.
  • Working with files, Numpy, Scipy and Pandas.
  • Working with data, Splitting data, Data analytics workflow, Machine learning algorithms, Linear regression, Logistic regression, Decision Tree / Random Forest, Support Vector Machine, kNN, ML algorithms, Other aspects of data analytics.
  • Assignment/Mini project based on data analytics.
  • Important Details

    Last Date for Registration:
    Nov. 26th, 2018
    Seats
    40 seats on first-cum-first-serve basis
    Duration
    5 days, 40 hours
    Registration Fee
    Faculty Members/Research scholars: Rs. 2,500/-
    Persons from Industry: Rs. 3,000/-
    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
    Dr. Sanjeev Manhas (P.I., E&ICT Academy, ECE Dept, IITR)
    Er. Vikas Kamra (Assistant Prof., CSE Dept.)
    eict@iitr.ac.in, eictiitr@gmail.com
    Tel:+91-9215511511 , +91-1332-28 6457,+91-7078627392

    A hard copy of the application form along with Demand Draft must reach to the following address: Mr. Prateek Sharma, EICT Academy, ECE Department, IIT Roorkee, Uttarakhand 247667.


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