Introduction to IoT with Machine Learning and Image Processing using Raspberry Pi (1 ed)

Publisher: Chapman and Hall/CRC; 1st edition
Publication date: August 17, 2020
Author: Shrirang Ambaji Kulkarni, Varadraj P. Gurupur, Steven L. Fernandes
Language: ‎English
File size: ‎22.5 MB
Format: ‎PDF
Pages: 166 pages

Introduction to IoT with Machine Learning and Image Processing using Raspberry Pi 1st Edition

Machine learning, a branch of artificial intelligence, is influencing society, industry, and academia at large. The adaptability of the Python programming language to machine learning has increased its popularity further. Another technology on the horizon is the Internet of Things (IoT). The present book tries to address IoT, Python, and machine learning, along with a small introduction to image processing. If you are a novice programmer or have just started exploring IoT or machine learning with Python, then this book is for you.

Features:

Raspberry Pi as IoT is described along with the procedure for installation and configuration.
A simple introduction to the Python programming language along with its popular library packages like NumPy, Pandas, SciPy, and Matplotlib is dealt with exhaustively along with relevant examples.
Machine learning along with the Python Scikit-Learn library is explained to the audience with an emphasis on supervised learning and classification.
Image processing on IoT is introduced to the audience, who love to apply machine learning algorithms to images.
The book follows a hands-on approach and provides a huge collection of Python programs.

About the Author

Dr. Shrirang Ambaji Kulkarni is a prolific learner, author, and faculty member with over 18+ years of experience in the field of computer science and engineering. He is currently working as an Associate. Professor at the National Institute of Engineering in the Department of Computer Science and Engineering, Mysore, India.

Dr. Steven Lawrence Fernandes is a high-profile researcher in the field of image processing. He is currently working as a postdoctoral fellow at the University of Central Florida in the Department of Computer Science and Engineering, Florida, USA.

Dr. Varadraj Gurpur is an eminent faculty and researcher in the field of health informatics. He has authored many research articles in reputed journals. He is currently working as an Associate. Professor at the University of Central Florida in the Department of Health Informatics, Florida, USA.