Gain a gentle introduction to the world of Artificial Intelligence (AI) using the Raspberry Pi as the computing platform. Most of the major AI topics will be explored, including expert systems, machine learning both shallow and deep, fuzzy logic control, and more! AI in action will be demonstrated using the Python language on the Raspberry Pi. The Prolog language will also be introduced and used to demonstrate fundamental AI concepts. In addition, the Wolfram language will be used as part of the deep machine learning demonstrations. A series of projects will walk you through how to implement AI concepts with the Raspberry Pi. Minimal expense is needed for the projects as only a few sensors and actuators will be required. Beginners and hobbyists can jump right in to creating AI projects with the Raspberry PI using this book. What You'll Learn • What AI is and―as importantly―what it is not • Inference and expert systems • Machine learning both shallow and deep • Fuzzy logic and how to apply to an actual control system • When AI might be appropriate to include in a system • Constraints and limitations of the Raspberry Pi AI implementation Who This Book Is For Hobbyists, makers, engineers involved in designing autonomous systems and wanting to gain an education in fundamental AI concepts, and non-technical readers who want to understand what AI is and how it might affect their lives. "A gentle introduction to the world of Artificial Intelligence (AI) using the Raspberry Pi as the computing platform. Most of the major AI topics will be explored, including expert systems, machine learning both shallow and deep, fuzzy logic control, and more! AI in action will be demonstrated using the Python language on the Raspberry Pi. The Prolog language will also be introduced and used to demonstrate fundamental AI concepts. In addition, the Wolfram language will be used as part of the deep machine learning demonstrations. A series of projects will walk readers through how to implement AI concepts with the Raspberry Pi. Minimal expense is needed for the projects as only a few sensors and actuators will be required. Beginners and hobbyists can jump right in to creating AI projects with the Raspberry Pi using this book."--Back cover Front Matter....Pages i-xxi Introduction to Artificial Intelligence....Pages 1-15 Basic AI Concepts....Pages 17-48 Expert System Demonstrations....Pages 49-76 Games....Pages 77-110 Fuzzy Logic System....Pages 111-143 Machine Learning....Pages 145-169 Machine Learning: Artificial Neural Networks....Pages 171-209 Machine Learning: Deep Learning....Pages 211-247 Machine Learning: Practical ANN Demonstrations....Pages 249-279 Evolutionary Computing....Pages 281-312 Behavior-Based Robotics....Pages 313-345 Back Matter....Pages 347-369 Using the Raspberry Pi as the computing platform, this book explores most of the major AI topics, including expert systems, machine learning both shallow and deep, fuzzy logic control and more. A series of projects will walk through how to implement the AI concepts. Minimal expense is needed as only a few sensors and actuators will be required.
