Building Intelligent Chatbots with Amazon Lex Online Course
Building Intelligent Chatbots with Amazon Lex Online Course
This online course on
Building Intelligent Chatbots with Amazon Lex covers everything you need to
know to create, test, and deploy chatbots using Amazon Lex, an AI service with
advanced natural language models. You'll start with an overview of AWS
fundamentals for chatbot development, including AWS Lambda for serverless
computing. The course then guides you through building a hotel booking chatbot
with Amazon Lex, integrating AWS Lambda for backend functionality, and using
the AWS SDK. You'll also learn to integrate your chatbot with Twilio, WhatsApp,
and websites, along with implementing response cards for enhanced user
experience. By the end of the course, you'll be equipped to develop customized
chatbots and integrate them across multiple platforms, making you proficient in
using AWS Lex and Lambda for real-world chatbot solutions.
Key Benefits
●
Gain a solid understanding of AWS
Lex and Lambda, including their fundamental concepts and practical applications
in chatbot development.
● Develop, test, and deploy chatbots using AWS Lex and Lambda, applying
real-world use cases and scenarios to enhance your skills.
●
Master chatbot integrations with
Twilio and Boto3, and learn how to seamlessly integrate chatbots with websites
for enhanced user interaction.
Target Audience
This course is designed
for individuals eager to explore AWS and leverage AWS Lex and AWS Lambda for
chatbot development. It is ideal for those looking to create tailored chatbots
for various applications, including AI professionals, chatbot developers, data
scientists, researchers, and anyone interested in advancing their skills in
building intelligent conversational interfaces.
Learning Objectives
●
Understand the core fundamentals
of Amazon Web Services (AWS) and its offerings for chatbot development.
●
Gain hands-on experience in
developing chatbots using Amazon Lex and AWS Lambda, applying practical
knowledge to real-world scenarios.
●
Explore the development of
web-based chatbots using AWS services, leveraging their full capabilities for
seamless interaction.
●
Learn how to run code on AWS
Lambda without the need for server provisioning or management, enhancing
scalability and efficiency.
●
Understand the practical
application of Twilio for chatbot integration, and learn how to connect it with
AWS for robust, real-time communication.
● Delve into the advanced features of Amazon Lex, mastering its functionality to build intelligent, conversational chatbots.
Course Outline
The Building Intelligent Chatbots with Amazon Lex Exam covers the following topics -
Module 1 - Course Overview
- Introduction to the Instructor
- Introduction to AI Sciences
Module 2 - AWS Fundamentals for Chatbot Development
- Module Overview
- Introduction to AWS and its Services
- Key Features of AWS
- Introduction to Lex Bots
- Benefits of Using Amazon Lex
- Lex Architecture Framework
Module 3 - Developing Chatbots with AWS Lex and AWS Lambda
- Module Overview
- Steps to Develop a Chatbot
- Methods of Setting Up AWS Lambda
- Integrating Twilio and Website
- Process of Creating Response Cards
- Starting the Chatbot Development
- Understanding Intent Utterances and Slots
- Creating Utterances
- Working with Generic Utterances and Slots
- Adding Custom Slots
- Learn about Building and Testing the Chatbot
- Using the Visual Builder
- Introduction to Lambda
- Lambda Integration with Lex
- Writing Lambda Code
- Managing Session State with Dialog Hooks and Actions
- Process of Finalizing Lambda Functions
- Testing the Chatbot
- Deploying the Chatbot on WhatsApp with Twilio
- Integration with Boto for Chatbot Responses
- Implementing Response Cards for Website Integration
- Complete Chatbot Development with User Experience Enhancements
