Book Image

Artificial Intelligence with Python - Second Edition

By : Prateek Joshi
Book Image

Artificial Intelligence with Python - Second Edition

By: Prateek Joshi

Overview of this book

Artificial Intelligence with Python, Second Edition is an updated and expanded version of the bestselling guide to artificial intelligence using the latest version of Python 3.x. Not only does it provide you an introduction to artificial intelligence, this new edition goes further by giving you the tools you need to explore the amazing world of intelligent apps and create your own applications. This edition also includes seven new chapters on more advanced concepts of Artificial Intelligence, including fundamental use cases of AI; machine learning data pipelines; feature selection and feature engineering; AI on the cloud; the basics of chatbots; RNNs and DL models; and AI and Big Data. Finally, this new edition explores various real-world scenarios and teaches you how to apply relevant AI algorithms to a wide swath of problems, starting with the most basic AI concepts and progressively building from there to solve more difficult challenges so that by the end, you will have gained a solid understanding of, and when best to use, these many artificial intelligence techniques.
Table of Contents (26 chapters)
24
Other Books You May Enjoy
25
Index

The evolutionists tribe

As we mentioned at the beginning of the book, the computer science and data science researchers studying genetic algorithms and genetic programming are part of the evolutionist tribe as defined by Pedro Domingos. In some ways, this tribe is not front and center. The connectionists are having their day in the sun and seem to be enjoying their time in the spotlight. As highlighted by Dr. Domingos, as CPUs get faster and more research is performed in this area, do not be surprised if new and exciting cutting-edge research emerges in this area in the next couple years. They already have made many strong and innovative contributions to the field and will continue to do so.