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Introduction to IoT with Machine Learning and Image Processing using Raspberry Pi de Shrirang Ambaji Kulkarni

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

Autor Shrirang Ambaji Kulkarni, Varadraj P. Gurupur, Steven L. Fernandes
en Limba Engleză Hardback – 17 aug 2020
Machine Learning a branch of Artificial Intelligence is influencing the society, industry and academia at large. The adaptability of Python programming language to Machine Learning has increased its popularity further. Another technology on the horizon is 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 Python Programming Language along with its popular library packages like NumPy, Pandas, SciPy and Matplotlib are dealt in an exhaustive manner along with relevant examples.
  • Machine Learning along with Python Scikit-Learn library is explained to 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 hands-on approach and provide a huge collection of Python programs.
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Specificații

ISBN-13: 9781138543522
ISBN-10: 1138543527
Pagini: 166
Ilustrații: 8 Tables, black and white; 50 Illustrations, black and white
Dimensiuni: 152 x 229 x 17 mm
Greutate: 0.36 kg
Ediția:1
Editura: CRC Press
Colecția Chapman and Hall/CRC

Cuprins

1. Introduction to Raspberry Pi.
2. Raspberry Pi Unraveled
3. Python and its Libraries for Machine Learning
4. Machine Learning
5. Introduction to Image Processing

Notă biografică

Dr. Shrirang Ambaji Kulkarni is a prolific learner, author and a faculty with over 18 plus years of experience in the field of Computer Science and Engineering. He is currently working as Associate. Professor at National Institute of Engineering in 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 Post-Doctoral Fellow at 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 Associate. Professor at University of Central Florida in the Department of Health Informatics, Florida, USA.

Descriere

This book introduces Raspberry Pi, using real world applications in computer vision, machine learning, and deep learning. It provides a detailed, step-by-step, approach to application development for users without any prior programming knowledge.