- July 20, 2022
- 10.00 AM To 02.00 PM
Social & Sentiment Analytics
July 20, 2022
10.00AM To 02.00PM
Overview
This workshop on Social and Sentiment Analytics will be fully hands on, with real life data. Minimum theoretical concepts will be covered as and when required along with the Hands-On Sessions. Open-source GUI based software KNIME will be used, which is very powerful for Text and Image Processing. KNIME has been placed as a leader for Data Science and Machine Learning Platforms in Gartner’s Magic Quadrant. 2021
Program Objectives
- Appreciate the challenges in handling unstructured data
- Integration of different sources of unstructured data from Blogs, Web Site Print, etc.
- How the information extracted from these sources will improve Decision Making
- Incorporation of Sentiment Information with predictive models
Learning Outcomes
- Unstructured data integration from different sources
- Different data cleaning and pre-processing techniques adopted
- Sentiment Extraction using Machine Learning & Lexical Analysis
- Topic Extraction
- Document Classification
- Data visualization techniques like Word Map, Cloud Map, Tag Cloud etc
Workshop Schedule
- Introduction toText Mining
- Text Pre-processing
- Text Transformation
- Brief Introduction to Neural Networks & Decision Trees in context of Text Classification
Who Should attend?
This workshop will be beneficial for:
Speaker
Dr. Chandrashekar Subramanyam
Senior Professor,
JAGDISH SHETH SCHOOL OF MANAGEMENT
Anupama Rathore
Senior Consultant,
CAPCO