You're reading from Artificial Intelligence with Python - Second Edition

Product type Book

Published in Jan 2020

Publisher Packt

ISBN-13 9781839219535

Pages 618 pages

Edition 2nd Edition

Languages

Python

Concepts

Artificial Intelligence

Author (1):

Prateek Joshi

Table of Contents (26) Chapters

Preface

1. Introduction to Artificial Intelligence

2. Fundamental Use Cases for Artificial Intelligence

3. Machine Learning Pipelines

4. Feature Selection and Feature Engineering

5. Classification and Regression Using Supervised Learning

6. Predictive Analytics with Ensemble Learning

7. Detecting Patterns with Unsupervised Learning

8. Building Recommender Systems

9. Logic Programming

10. Heuristic Search Techniques

11. Genetic Algorithms and Genetic Programming

12. Artificial Intelligence on the Cloud

13. Building Games with Artificial Intelligence

14. Building a Speech Recognizer

15. Natural Language Processing

16. Chatbots

17. Sequential Data and Time Series Analysis

18. Image Recognition

19. Neural Networks

20. Deep Learning with Convolutional Neural Networks

21. Recurrent Neural Networks and Other Deep Learning Models

22. Creating Intelligent Agents with Reinforcement Learning

23. Artificial Intelligence and Big Data

24. Other Books You May Enjoy

25. Index

A well-architected chatbot

For a chatbot to be useful and efficient, it must possess certain qualities. We call a chatbot that possesses these qualities a "well-architected" chatbot. We list and define these qualities as follows:

Adaptability

An adaptable chatbot is one that can understand and adapt to all the utterances received. Even for utterances that are not explicitly programmed, there should be a graceful response to get the chatbot user back on track or alternatively use the opportunity to transfer the party to a live operator.

Personalization

As humans, we love to feel special. We love to hear our name and love for others to remember little things about us (our kids' names, our alma mater, and so on). A personalized chatbot remembers previous interactions and the information that they have collected about individual users.

Availability

A chatbot should be available to help the user. This goes beyond traditional platform availability. Of...