• Introduction to Artificial Intelligence & Machine Learning
    • Introduction to Machine Learning
    • Machine Learning tools and Techniques
  • Introduction to Chatbots
    • Understanding the transactional chatbots
    • Understanding the informational chatbots
  • NLTK Introduction & Installation
    • Sentence Splitter & Tokenization
    • Stemming & Lemmatization
    • Stop work removal
    • sentiParts of Speech (POS) tagging
    • Chunking
  • Google Dialog flow
    • The Big Picture
    • Introducing DialogFlow
    • The Big Picture
    • Setting Up Dialogflow
    • Building Blocks of Interaction Models
    • Creating Your First Agent
    • Exploring Agent Settings
    • Default Intents
    • Smalltalk
    • Custom Intents
    • System Entities and Developer Entities
    • Defining Developer Entities
    • User Expressions for Intents
  • Configuration of Dialogflow
    • Configuring and Testing the Book Cars Intent
    • Configuring and Testing the Book Rooms Intent
    • Linear and Non-linear Dialogs
    • Section Overview
    • Contexts
    • Follow up Intents
    • Linear Dialogs
    • Non-linear Dialogs
    • Non-linear Dialogs continued
    • Fulfilment, Deployment and 3rd Party Integration
  • Setting up Agent
    • Section Outline
    • Check Weather Intent
    • Basic Setup of Webhook Code
    • Extracting Parameter Values and Structuring Responses
    • Calling the Open Weather Map API
    • Retrieving Weather Info from Open Weather Map
  • Building
    • Building: Intents and Entities
    • Building: Dialog
    • Deployment and testing
  • Advanced chatbot improvement
    • Context Variables
    • Improvement Tab
  • Nuance – AI
    • Intents
    • Entities
    • Dialog
    • Mix Dash board
    • Adding Intents
    • Adding Entities
    • Linking Entities
    • Train & Try
    • Dialog Greeting
    • Intent Mapper
    • Intent Components
    • Recovery Messages
    • Node Types
    • Grammars
    • Variables