Book description
Cover classical algorithms commonly used as artificial intelligence techniques and program agile artificial intelligence applications using Pharo. This book takes a practical approach by presenting the implementation details to illustrate the numerous concepts it explains.
Along the way, you’ll learn neural net fundamentals to set you up for practical examples such as the traveling salesman problem and cover genetic algorithms including a fun zoomorphic creature example. Furthermore, Practical Agile AI with Pharo finishes with a data classification application and two game applications including a Pong-like game and a Flappy Bird-like game. This book is informative and fun, giving you source code to play along with. You’ll be able to take this source code and apply it to your own projects.
What You Will Learn
- Use neurons, neural networks, learning theory, and more
- Work with genetic algorithms
- Incorporate neural network principles when working towards neuroevolution
- Include neural network fundamentals when building three Pharo-based applications
Who This Book Is For
Coders and data scientists who are experienced programmers and have at least some prior experience with AI or deep learning. They may be new to Pharo programming, but some prior experience with it would be helpful.
Product information
- Title: Agile Artificial Intelligence in Pharo: Implementing Neural Networks, Genetic Algorithms, and Neuroevolution
- Author(s):
- Release date: June 2020
- Publisher(s): Apress
- ISBN: 9781484253847
You might also like
book
40 Algorithms Every Programmer Should Know
Learn algorithms for solving classic computer science problems with this concise guide covering everything from fundamental …
book
AI and Machine Learning for Coders
If you’re looking to make a career move from programmer to AI specialist, this is the …
book
Practical Statistics for Data Scientists, 2nd Edition
Statistical methods are a key part of data science, yet few data scientists have formal statistical …
book
Bayesian Statistics the Fun Way
Probability and statistics are increasingly important in a huge range of professions. But many people use …