Arduino V: Machine Learning, 2ed by Steven F. Barrett (.ePUB)+
File Size: 75.3 MB
Arduino V: Machine Learning, 2ed by Steven F. Barrett
Requirements: .ePUB, .PDF reader, 75.3 MB | True PDF, True EPUB
Overview: This book, “Arduino V: AI and Machine Learning,” second edition, is an accessible primer on Artificial Intelligence and Machine Learning for those without a deep AI and ML background. The author concentrates on Artificial Intelligence (AI) and Machine Learning (ML) applications for microcontroller–based systems. The intent is to introduce the concepts and allow readers to practice on low cost, accessible Arduino hardware and software. Readers should find this book a starting point, an introduction, to this fascinating field. A number of references are provided for further exploration. The first three chapters explore the Arduino IDE, the Arduino Nano 33 BLE Sense Rev 2, and sensor and peripheral interface techniques. In the remaining three chapters, we take a tutorial approach to AI and ML concepts appropriate for implementation on a microcontroller, including K Nearest Neighbors (KNN), Decision Trees, Fuzzy Logic, Perceptrons, and Artificial Neural Nets (ANN).
Genre: Non-Fiction > Tech & Devices
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