The Department of Computer Science & Engineering, School of Engineering, Amrita Vishwa Vidyapeetham, Amritapuri campus and Amrita Centre for Research and Development ( ACRD), will organize a workshop on Machine Learning in Social Media Analysis on March 2, 2019.

Objective

The enormous impact and the huge data available in social media makes it a prime application space for employing machine learning algorithms. The workshop will provide a hands-on attractive coverage of a variety of machine learning algorithms and applications that can be employed to analyze the social media data.
No prior knowledge in the field is required to participate in the workshop. Prior experience with any programming language is welcomed. The workshop will cover social media data mining in Python. The participants will learn basics of the social media data mining environment as well as implementation of different machine learning techniques in Python.

Program

9:30 am :-      Introduction to Social Media and Mining
                      Social Data mining overview, application
                      Social Data mining Tasks

10:45 am :-   Break

11:00 am :-   Introduction to Python, Python as a modern programming language.
                     Python Environment
                     Environment setup (num.py, sci.py, scikit-learn, mathplotlib)
                     Hands-on session

12:30 pm :- Lunch Break

1.00 pm :-   Machine Learning in Social Media Data
                   Introduction to Twitter Data
                   Collecting data and analyzing the Twitter text, networks
                   Hands-on session

2:30 pm :- Tea Break

2:45 pm :- Maching Learning with Facebook data
                 Collecting Facebook data
                 Pre processing of Facebook data
                 Discovering the posting patterns and more.
                 Hands-on session

4:30 pm :- End

 


Event Details
Date: 
2019-03-02 09:00 to 17:00
ORGANIZED BY:
Department: 
Computer Science
School: 
School of Engineering
Campus: 
Amritapuri