You're reading from Artificial Intelligence with Python Your complete guide to building intelligent apps using Python 3.x

Product type Paperback

Published in Jan 2020

Publisher Packt

ISBN-13 9781839219535

Length 618 pages

Edition 2nd Edition

Languages

Python

Tools

TensorFlow

Concepts

Artificial Intelligence

Authors (2):

Prateek Joshi

Alberto Artasanchez

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Table of Contents (26) Chapters

Preface

1. Introduction to Artificial Intelligence

2. Fundamental Use Cases for Artificial Intelligence FREE CHAPTER

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

What is logic programming?

Logic programming is a programming paradigm, which basically means it is a way to approach programming. Before we talk about what it constitutes and how it is relevant in Artificial Intelligence (AI), let's talk a bit about programming paradigms.

The concept of programming paradigms originates from the need to classify programming languages. It refers to the way computer programs solve problems through code.

Some programming paradigms are primarily concerned with implications or the sequence of operations used to achieve a particular result. Other programming paradigms are concerned about how we organize the code.

Here are some of the more popular programming paradigms:

Imperative: Uses statements to change a program's state, thus allowing for side effects.
Functional: Treats computation as an evaluation of mathematical functions and does not allow changing states or mutable data.
Declarative: A way of programming where...