Artificial Intelligence And Data Science: Insights, Practices And Applications - Day 5 : 6th June 2024 (FN –Natural Language Processing)(AN – Hands on workshop) organised by Department of Computer Science & Engineering, Mechanical Engineering, Electronics & Communication Engineering in association with Internal Quality Assurance Cell.
Session 1: Lexical Processing: Overview of Natural Language Processing - Definition, scope, significance, use cased and applications in industry. Text preprocessing, tokenization, part-of-speech tagging, named entity recognition, etc.
Session 2: Syntactic Processing: Understanding sentiment analysis: Analyzing & categorizing text data based on sentiment (positive, negative, and neutral). Techniques for sentiment analysis: Lexicon-based approach, machine learning-based approach
Hands-on workshop: Implementing sentiment analysis on sample dataset using different techniques.
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