IoT Machine Learning Applications in Telecom, Energy, and Agriculture

With Raspberry Pi and Arduino Using Python



Bookstore > Books > IoT Machine Learning Applications in Telecom, Energy, and Agriculture

Price$34.99 - $42.86
Rating
AuthorPuneet Mathur
PublisherApress
Published2020
Pages278
LanguageEnglish
FormatPaper book / ebook (PDF)
ISBN-101484255488
ISBN-139781484255483
EBook Hardcover Paperback

Apply machine learning using the Internet of Things (IoT) in the agriculture, telecom, and energy domains with case studies. This book begins by covering how to set up the software and hardware components including the various sensors to implement the case studies in Python.

The case study section starts with an examination of call drop with IoT in the telecoms industry, followed by a case study on energy audit and predictive maintenance for an industrial machine, and finally covers techniques to predict cash crop failure in agribusiness. The last section covers pitfalls to avoid while implementing machine learning and IoT in these domains.

After reading this book, you will know how IoT and machine learning are used in the example domains and have practical case studies to use and extend. You will be able to create enterprise-scale applications using Raspberry Pi 3 B+ and Arduino Mega 2560 with Python.


  1. (2 books)


Similar Books


Machine Learning in Java, 2nd Edition

Machine Learning in Java, 2nd Edition

by AshishSingh Bhatia, Bostjan Kaluza

As the amount of data in the world continues to grow at an almost incomprehensible rate, being able to understand and process data is becoming a key differentiator for competitive organizations. Machine learning applications are everywhere, from self-driving cars, spam detection, document search, and trading strategies, to speech recognit...

Price:  $39.99  |  Publisher:  Packt Publishing  |  Release:  2018

Machine Learning with Spark

Machine Learning with Spark

by Nick Pentreath

Apache Spark is a framework for distributed computing that is designed from the ground up to be optimized for low latency tasks and in-memory data storage. It is one of the few frameworks for parallel computing that combines speed, scalability, in-memory processing, and fault tolerance with ease of programming and a flexible, expressive, ...

Price:  $34.99  |  Publisher:  Packt Publishing  |  Release:  2015

Mastering Azure Machine Learning, 2nd Edition

Mastering Azure Machine Learning, 2nd Edition

by Christoph Korner, Marcel Alsdorf

Azure Machine Learning is a cloud service for accelerating and managing the machine learning (ML) project life cycle that ML professionals, data scientists, and engineers can use in their day-to-day workflows. This book covers the end-to-end ML process using Microsoft Azure Machine Learning, including data preparation, performing and logg...

Price:  $41.99  |  Publisher:  Packt Publishing  |  Release:  2022

Apache Mahout Essentials

Apache Mahout Essentials

by Jayani Withanawasam

Apache Mahout is a scalable machine learning library with algorithms for clustering, classification, and recommendations. It empowers users to analyze patterns in large, diverse, and complex datasets faster and more scalably.This book is an all-inclusive guide to analyzing large and complex datasets using Apache Mahout. It explains compli...

Price:  $24.99  |  Publisher:  Packt Publishing  |  Release:  2015

Automated Machine Learning on AWS

Automated Machine Learning on AWS

by Trenton Potgieter

AWS provides a wide range of solutions to help automate a machine learning workflow with just a few lines of code. With this practical book, you'll learn how to automate a machine learning pipeline using the various AWS services.Automated Machine Learning on AWS begins with a quick overview of what the machine learning pipeline/proce...

Price:  $44.99  |  Publisher:  Packt Publishing  |  Release:  2022

Building Machine Learning Systems with Python, 3rd Edition

Building Machine Learning Systems with Python, 3rd Edition

by Luis Pedro Coelho, Willi Richert, Matthieu Brucher

Machine learning allows systems to learn things without being explicitly programmed to do so. Python is one of the most popular languages used to develop machine learning applications, which take advantage of its extensive library support. This third edition of Building Machine Learning Systems with Python addresses recent developments in...

Price:  $39.99  |  Publisher:  Packt Publishing  |  Release:  2018

Go Machine Learning Projects

Go Machine Learning Projects

by Xuanyi Chew

Go is the perfect language for machine learning; it helps to clearly describe complex algorithms, and also helps developers to understand how to run efficient optimized code. This book will teach you how to implement machine learning in Go to make programs that are easy to deploy and code that is not only easy to understand and debug, but...

Price:  $44.88  |  Publisher:  Packt Publishing  |  Release:  2018

Machine Learning with PyTorch and Scikit-Learn

Machine Learning with PyTorch and Scikit-Learn

by Sebastian Raschka, Yuxi (Hayden) Liu, Vahid Mirjalili

Machine Learning with PyTorch and Scikit-Learn is a comprehensive guide to machine learning and deep learning with PyTorch. It acts as both a step-by-step tutorial and a reference you'll keep coming back to as you build your machine learning systems.Packed with clear explanations, visualizations, and examples, the book covers all the...

Price:  $40.00  |  Publisher:  Packt Publishing  |  Release:  2022