Tag: Learning

Free Download Handbook of Research on Machine Learning-Enabled IoT for Smart Applications Across Industries
by Goel Neha
English | 2023 | ISBN: 1668487853 | 570 pages | True PDF EPUB | 55 MB
Machine learning (ML) and the internet of things (IoT) are the top technologies used by businesses to increase efficiency, productivity, and competitiveness in this fast-paced digital era transformation. ML is the key tool for fast processing and decision making applied to smart city applications and next-generation IoT devices, which require ML to satisfy their working objective. IoT technology has proven efficient in solving many real-world problems, and ML algorithms combined with IoT means the fusion of product and intelligence to achieve better automation, efficiency, productivity, and connectivity. The Handbook of Research on Machine Learning-Enabled IoT for Smart Applications Across Industries highlights the importance of ML for IoT’s success and diverse ML-powered IoT applications. This book addresses the problems and challenges in energy, industry, and healthcare and solutions proposed for ML-enabled IoT and new algorithms in ML. It further addresses their accuracy for existing real-time applications. Covering topics such as agriculture, pattern recognition, and smart applications, this premier reference source is an essential resource for engineers, scientists, educators, students, researchers, and academicians.

Free Download Handbook of Research on Deep Learning Techniques for Cloud-Based Industrial IoT
by Swarnalatha P.
English | 2023 | ISBN: 1668480980 | 463 pages | True PDF EPUB | 54.06 MB
Today’s business world is changing with the adoption of the internet of things (IoT). IoT is helping in prominently capturing a tremendous amount of data from multiple sources. Realizing the future and full potential of IoT devices will require an investment in new technologies. The Handbook of Research on Deep Learning Techniques for Cloud-Based Industrial IoT demonstrates how the computer scientists and engineers of today might employ artificial intelligence in practical applications with the emerging cloud and IoT technologies. The book also gathers recent research works in emerging artificial intelligence methods and applications for processing and storing the data generated from the cloud-based internet of things. Covering key topics such as data, cybersecurity, blockchain, and artificial intelligence, this premier reference source is ideal for industry professionals, engineers, computer scientists, researchers, scholars, academicians, practitioners, instructors, and students.

Free Download Graph-Powered Analytics and Machine Learning with TigerGraph
by D, Victor Lee Ph.;Nguyen, Phuc Kien;Thomas, Alexander;
English | 2023 | ISBN: 1098106652 | 317 pages | True PDF | 18.65 MB
With the rapid rise of graph databases, organizations are now implementing advanced analytics and machine learning solutions to help drive business outcomes. This practical guide shows data scientists, data engineers, architects, and business analysts how to get started with a graph database using TigerGraph, one of the leading graph database models available.

Free Download Explainable Machine Learning Models and Architectures
by Tripathi, Suman Lata;Mahmud, Mufti;
English | 2023 | ISBN: 1394185847 | 273 pages | True PDF EPUB | 87.91 MB
Machine learning and deep learning modules are now an integral part of many smart and automated systems where signal processing is performed at different levels. Signal processing in the form of text, images, or video needs large data computational operations at the desired data rate and accuracy. Large data requires more use of integrated circuit (IC) area with embedded bulk memories that further lead to more IC area. Trade-offs between power consumption, delay and IC area are always a concern of designers and researchers. New hardware architectures and accelerators are needed to explore and experiment with efficient machine learning models. Many real-time applications like processing of biomedical data in healthcare, smart transportation, satellite image analysis, and IoT-enabled systems to have a lot of scope for improvements in terms of accuracy, speed, computational powers and overall power consumption.

Free Download Expert C++
by Hahn, Marcelo Guerra;Tigranyan, Araks;Asatryan, John;Grigoryan, Vardan;Wu, Shunguang;
English | 2023 | ISBN: 1804617830 | 605 pages | True PDF | 56.54 MB
Take your C++ skills to the next level with expert insights on advanced techniques, design patterns, and high-performance programming

Free Download Evolutionary Deep Learning: Genetic algorithms and neural networks
by Micheal Lanham
English | 2023 | ISBN: 1617299529 | 360 pages | True EPUB MOBI | 35.63 MB
Discover one-of-a-kind AI strategies never before seen outside of academic papers! Learn how the principles of evolutionary computation overcome deep learning’s common pitfalls and deliver adaptable model upgrades without constant manual adjustment.

Free Download Encyclopedia of Data Science and Machine Learning
by Wang John
English | 2023 | ISBN: 1799892204 | 3143 pages | True EPUB | 260/154.52 MB
Big data and machine learning are driving the Fourth Industrial Revolution. With the age of big data upon us, we risk drowning in a flood of digital data. Big data has now become a critical part of both the business world and daily life, as the synthesis and synergy of machine learning and big data has enormous potential. Big data and machine learning are projected to not only maximize citizen wealth, but also promote societal health. As big data continues to evolve and the demand for professionals in the field increases, access to the most current information about the concepts, issues, trends, and technologies in this interdisciplinary area is needed.

Free Download Designing Deep Learning Systems: A guide for software engineers
by Chi Wang, Donald Szeto
English | 2023 | ISBN: 1633439860 | 360 pages | True EPUB, MOBI | 24.89 MB
A vital guide to building the platforms and systems that bring deep learning models to production.

Free Download Deep Reinforcement Learning for Wireless Communications and Networking
by Dinh Thai Hoang
English | 2023 | ISBN: 1119873673 | 280 pages | True PDF | 7.55 MB
Deep Reinforcement Learning for Wireless Communications and Networking

Free Download Deep Learning for Healthcare Services
by Nand, Parma;Jain, Vishal;Le, Dac-Nhuong;
English | 2023 | ISBN: 9815080245 | 129 pages | True PDF EPUB | 25.84 MB
This book highlights the applications of deep learning algorithms in implementing big data and IoT enabled smart solutions to treat and care for terminally ill patients. It presents 5 concise chapters showing how these technologies can empower the conventional doctor patient relationship in a more dynamic, transparent, and personalized manner. The key topics covered in this book