Course curriculum

  • 1

    Introduction

    • Introduction to Certified Chatbot Expert
  • 2

    Introduction to AI

    • What is Artificial Intelligence?

    • Intelligent Agents

    • Advantages and Disadvantages of AI

    • Challenges of AI
  • 3

    Introduction to Chatbots

    • What is a Chat Bot?

    • Use Cases of Chatbots

    • Components of a Chatbot

    • Designing a Chat Bot
  • 4

    Fundamentals of Machine Learning

    • What is Machine Learning?

    • Types of Learning

    • Clustering

    • Classification

    • Decision Tree

    • Regression

    • Support Vector Machine

    • What is Reinforcement learning?
  • 5

    Communication and Perceiving

    • Natural Language Processing

    • Perception
  • 6

    Natural Language Processing in Python

    • Natural Language Processing in Python

    • NLP Code Examples in Python
  • 7

    Sequence to Sequence Modelling in Python

    • Sequence to Sequence Modelling in Python
  • 8

    Implementing your Chatbot in Python

    • Setting up the Environment (Downloading Anaconda)

    • Setting up the Environment (Installing Anaconda)

    • Setting up the Environment (Installing Conda Libraries)

    • Chatbot Basics Setup Git Clone

    • Text Cleaning (Part-1)

    • Text Cleaning (Part-2)

    • Inference

    • Deploying to Flask Frontend

    • Companion Bot Demo
  • 9

    Implementing your Chatbot in Dialogflow

    • Introduction to Dialog Flow

    • Capstone Project -Travel Guide Bot

    • Installation Files for Capstone Project

    • Installing Anaconda and Ngork

    • Ngrok Setup

    • Web Server Setup (Part -1)

    • Web Server Setup (Part - 2)

    • Dialog Flow for Capstone Project (Part - 1)

    • Dialog Flow for Capstone Project (Part - 2)

    • Dialog Flow for Capstone Project (Part - 3)

    • Dialog Flow for Capstone Project (Part - 4)

    • Dialog Flow for Capstone Project (Part - 5)

    • Dialog Flow for Capstone Project (Part - 6)

    • Dialog Flow for Capstone Project (Part - 7)

    • Linking Chatbot with Webhook (Part - 1)

    • Linking Chatbot with Webhook (Part - 2)

    • Linking Chatbot with Webhook (Part - 3)

    • Linking Chatbot with Webhook (Part - 4)

    • Deploying to Slack
  • 10

    Study Material for Certified Chatbot Expert

    • Study Material for Certified Chatbot Expert