About Workshops-

SME will explain about Artificial Intelligence & Natural Language Processing. SME will also provide the hand on Experience on ChatBot.

OPEN TO

Faculty | Students | Professionals | Tech Enthusiasts

Content:

Module 1

• Artificial Intelligence and NLP
• Natural Language Understanding
• Text Understanding
• Semantic, Syntactic and Discourse Planning
• Natural Language Generation
• TF-IDF
• Naïve Bayes Theorem
• Demo on Chatbot, Text Classification and Machine Translation

Module 2

• Getting started with basics of python programming
• Working with Lists, tuples and dictionary
• Control Structure
• Function Definition
• Getting started NLTK and Textblob
• Using NLTK for NLP
• Stemming and Lemmatization
• POS Tagging
• Word2Vec
• Topic Modelling
• Unigram and Bigram Text Analysis

Module 3

• Sentiment Analysis
• Building Text Classification Model using Naïve Bayes
• Using Twittter API
• Project: Fetching live tweets from twitter and doing sentiment analysis using textblob
• Machine Translation
• Machine Translation using TextBlob

Module 4

• Chat bot Deveolpment
• Project: Training a beta kernel for chatbot
• Using Trained kernels
• Project: Building chatbot using chatterbot API
• Project: Building chatbot in indian local Language (Gujarati/Hindi/Tamil/Telugu/Bangla etc.)
• Building Chatbot using other available API
• Embedding in Application

Prerequisite:

• Prerequisite: Python Programming