Machine Learning with the Raspberry Pi : Experiments with Data and Computer Vision /

Using the Pi Camera and a Raspberry Pi board, expand and replicate interesting machine learning (ML) experiments. This book provides a solid overview of ML and a myriad of underlying topics to further explore. Non-technical discussions temper complex technical explanations to make the hottest and mo...

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Bibliographic Details
Main Author:	Norris, Donald J. (Author)
Corporate Author:	SpringerLink (Online service)
Format:	eBook
Language:	English
Published:	Berkeley, CA : Apress : Imprint: Apress, 2020.
Edition:	1st ed. 2020.
Subjects:	Computer input-output equipment. Hardware and Maker. Electronic books.
Online Access:	Connect to the full text of this electronic book

Table of Contents:

Chapter 1: Introduction to Machine Learning (ML) with the Raspberry Pi (RasPi)
Chapter 2: Exploration of ML data models: Part 1
Chapter 3: Exploration of ML data models: Part 2
Chapter 4: Preparation for Deep Learning
Chapter 5: Practical deep learning ANN demonstrations
Chapter 6: CNN demonstrations
Chapter 7: Predictions using ANNs and CNNs
Chapter 8: Predictions using CNNs and MLPs for medical research
Chapter 9: Reinforcement Learning. .