Oreilly – Conversational AI, Video Edition 2021-10

Apr 18, 2025 - 16:48

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Conversational AI Video Edition course. This course introduces you to the fundamentals of designing, developing, and implementing human-like AI assistants that are able to converse with customers, solve their problems, and improve your support services. In the video version of this course, the speaker reads the book while the content, diagrams, code lists, diagrams and text are displayed on the screen. This experience is similar to listening to an audio book that you can also watch as a video.

With this course, you can create chatbots and other intelligent agents that humans actually enjoy talking to. Adding intelligence to automated response systems saves you and your customers time and money. Conversational AI systems excel at performing everyday tasks such as answering frequently asked questions, classifying issues, and directing customers to the right staff. This book shows you how to build effective, production-ready AI assistants.

What you will learn:

Choosing the most suitable type of artificial intelligence assistant and communication channel for your needs
Writing dialogues with specific tone and details
Training an AI classifier from scratch
Choosing the most suitable artificial intelligence for your needs
Training your AI classifier
Create direct question and answer assistants
Design and optimization of process flow
Creating direct question and answer artificial intelligence assistants
Process flow design and optimization for web and audio
Testing the assistant’s accuracy and planning to improve it

This course is suitable for people who:

They are software developers.
Looking to create chatbots and intelligent agents that humans enjoy talking to.
They want to make autoresponder systems smarter to save time and money.

Course details

Publisher: Oreilly
Lecturer: Andrew Freed
Training level: beginner to advanced
Training duration: 8 hours and 16 minutes

Course headings

Part 1. Foundations
Chapter 1. Introduction to conversational AI
Chapter 1. Primary use cases for AI assistant technology
Chapter 1. Follow along with this book
Chapter 1. Summary
Chapter 2. Building your first conversational AI
Chapter 2. What’s the user’s intent?
Chapter 2. Responding to the user
Chapter 2. Other useful responses
Chapter 2. Try to build this conversational AI yourself
Chapter 2. Summary
Part 2. Designing for success
Chapter 3. Designing effective processes
Chapter 3. Choosing the channel to implement first
Chapter 3. Summary
Chapter 4. Designing effective dialogue
Chapter 4. Asking questions
Chapter 4. What if the assistant doesn’t understand?
Chapter 4. Summary
Chapter 5. Building a successful AI assistant
Chapter 5. Conversational AI success metrics
Chapter 5. Command interpreter success metrics
Chapter 5. Event classifier success metrics
Chapter 5. Summary
Part 3. Training and testing
Chapter 6. Training your assistant
Chapter 6. Finding training data
Chapter 6. Assessing whether you have the right training data
Chapter 6. Summary
Chapter 7. How accurate is your assistant?
Chapter 7. Comparing testing methodologies
Chapter 7. Selecting the right accuracy metric for the job
Chapter 7. Summary
Chapter 8. Testing your dialogue flows
Chapter 8. Nonfunctionally testing a dialogue flow
Chapter 8. Summary
Part 4. Maintenance
Chapter 9. Deployment and management
Chapter 9. Where to run your code
Chapter 9. Using source control for other assets
Chapter 9. Summary
Chapter 10. Improving your assistant
Chapter 10. Analyzing the classifier to predict future containment problems
Chapter 10. When and why to improve your assistant
Chapter 10. Summary
Part 5. Advanced/optional topics
Chapter 11. Building your own classifier
Chapter 11. Build a simple classifier from first principles
Chapter 11. Expanding the simple classifier
Chapter 11. Extending even further
Chapter 11. Summary
Chapter 12. Additional training for voice assistants
Chapter 12. Testing the speech-to-text model
Chapter 12. Training a speech-to-text model
Chapter 12. Summary

Images of Conversational AI Video Edition course

Conversational AI Video Edition

Sample video of the course

Installation guide

After Extract, view with your favorite Player.

Subtitle: None

Quality: 720p

download link

Download part 1 – 1 GB

Download part 2 – 31 MB

File(s) password: www.downloadly.ir

File size

1.03 GB

Oreilly – Conversational AI, Video Edition 2021-10