Hands On Program on Text and Social Sentimental Analytics


  • Data Scientists/Engineers Working Professionals in Finance, HR, Marketing & IT
  • Academic Faculty
  • Research Scholars
  • Management Graduates



You will receive ..

  • Certificate Of Completion
  • Data Literacy Assessment Score
  • Career Coaching & Guidance

Extended Sessions

  • Live & Interactive Sessions
  • Additional Doubt Clearing Sessions
  • Higher Learning Curve

Practical Approach

  • Hands-on Live Sessions
  • Step-by-Step Methods
  • Case Study Based Methodology


  • 100% Hands on Session
  • Renowned Faculty & Industry Expert
  • Open Source GUI software KNIME
  • No Prior Programming Knowledge Required
  • Real life Data Sets
  • Domains include Finance, Marketing HR, IT, Operations and Customer Care and Customer Survey Analysis

Tools & Software


  • Appreciate Challenges in handling unstructured Data
  • Integration of different sources of unstructured data from Blogs, Website Print, etc.
  • How to extract information extracted from these sources?
  • Decision making from the extracted information.
  • Incorporation of sentiment information with predictive models



DAY 1 : Introduction

Text Analysis Foundations

  • Challenges in Handling Text Data, Video data and Web
  • Language Role
  • Overview of English Language – Parts of Speech (POS)
  • Overview of POS of some of common Taggers used in Text Processing

Day 2 : Text Pre-Processing

Text Transformation

  • Document Creation and Meta Data Extraction
  • Named Entity Tagging
  • Location Tagging
  • Parts of Speech Tagging
  • Word Stemming
  • Punctuations Filtering and Stop Word Filtering

Day 3 : Text Transformation

Text Pre-Processing

  • Feature Extraction using 1 Word/2 Word Pairs
  • Term Frequency/Inverse Document Frequency
  • Word2Vector
  • N-Gram Frequencies

Day 4 : Neural Networks & Decision Trees

Neural Networks & Decision Trees

  • Term Frequency and Inverse Document Frequency Analysis
  • Document Clustering and Classification
  • Sentiment Extraction
  • Topic Modeling
  • Output: Cloud Map Word Map etc


Dr. Chandrasekhar

Regarded as one of the top Analytics professors in the country today, he was the Chair Professor (July 1998 – Feb 2013) & officiating Director (April 2009 to Jan 2010) at FORE School of Management,New Delhi. He joined FORE School in 1988 as Senior Professor.There he also headed the software development function that saw the building of prototypes of products in areas of Business Intelligence, Risk Management and Customer Relations

He holds a PhD from the University of Georgia, USA, Masters & Bachelors from IIT Kanpur and has a vast experience of more than 34 years in R&D, Academic & Industry in the area of Quantitative Techniques & IT. He teaches courses in the area of IT, Quantitative Techniques, Text Mining and Sentiment Analysis, and Advanced Market Research. He worked as Professor and Area Chair of Quantitative and Information systems group at IIM Lucknow for about ten years. He was the Member Secretary to IIM Lucknow Board for about three years. He was also a visiting Professor at Manchester Business School for about a year under Euro India exchange program.
Dr Chandrashekar has published in several International and National Journals and presented papers and chaired sessions at National and International forums. He has patents to his credit having filed a patent jointly with IFIM. He is working on his next patents in the area of Text Mining and Financial Analytics.

Awards & Recognitions

  • NASSCOM-DEWANG Mehta award for the best teacher in IT in the Year 2010
  • India Higher Education forum award for contribution to Technology in Higher Education in 2012
  • Times of India Education times Award for Contribution to IT Area in 2013
  • Most remembered Faculty at IIM Lucknow by IIM-L Alumni Association during their silver jubilee celebrations
  • Among top Ten Analytics Professors in the country by Analytics India Magazine
  • Fellow of Institution of Engineers, Institution of Electronics & Telecom Engineers, and Senior Life Member of Computer Society of India.


I thank Prof. Chandrasekhar profusely, on behalf of the students and all those who were part of your MSMS talk last evening, for an exciting and memorable session. It was indeed a well spent Friday evening with one of our proudest and tallest Academicians, researchers, mentors and more than all a perfect Teacher! Thank you once again and looking forward to your continued association and guidance in our future

Dr.K.S.Madhava Rao,MSc.,M.Phil.,Ph.D NMIMS University- Sunandan Divatia School of Science,

Duration & Format

  • 4 days l 2 hours Per Session
  • Live | Hands-On Sessions
  • Online – Zoom Platform
  • 13th|14th|16th|17th| May,2022 (Thu/Fri/Mon/Tue)
  • 17:00 hours to 19:00 hours

Enrollment Fees


  • Study Materials
  • Hands on Training
  • Case Studies
  • Free KNIME Account
  • INR 7000 Per Participant
  • All Charges include GST@18%
  • GST – 27 AAKPI6954K1Z5

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