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Название: Nature-Inspired Optimization Algorithms with Java: A Look at Optimization Techniques Автор[/b Shashank Jain [b]Издательство: Apress Год: 2022 Страниц: 182 Язык: английский Формат: pdf (true), epub Размер: 10.2 MB
Gain insight into the world of nature-inspired optimization techniques and algorithms. This book will prepare you to apply different nature-inspired optimization techniques to solve problems using Java. You'll start with an introduction to the hidden algorithms that nature uses and find the approximate solutions to optimization problems. You'll then see how living creatures such as fish and birds are able to perform computation to solve specific optimization tasks. This book also covers various nature-inspired algorithms by reviewing code examples for each one followed by crisp and clear explanations of the algorithm using Java code. You'll examine the use of each algorithm in specific industry scenarios such as fleet scheduling in supply chain management, and shop floor management in industrial and manufacturing applications. |
Разместил: Ingvar16 12-12-2021, 01:24 | Комментарии: 0 | Подробнее
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Название: Introducing Qt 6: Learn to Build Fun Apps & Games for Mobile & Desktop in C++ Автор: Ben Coepp Издательство: Apress Год: 2022 Формат: PDF Страниц: 328 Размер: 12,5 Mb Язык: English
Get started quickly with Qt, the popular open source C++ framework for building C++-based applications and games. This book will have you building both fully functional desktop and mobile applications in no time, including some simple game applications. Introducing Qt 6 begins by guiding you in setting up your tools and environment, and then walks you through the first "baby steps" of Qt framework. Next, you'll learn the basics of how project and app structure are set up using Qt. Then, you’ll begin your first real hands-on projects using Qt, including a task and problem management application and two games. |
Разместил: vitvikvas 11-12-2021, 19:28 | Комментарии: 0 | Подробнее
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Название: Algorithms for Convex Optimization Автор: Nisheeth K. Vishnoi Издательство: Cambridge University Press Год: 2021 Страниц: 342 Язык: английский Формат: pdf (true), epub Размер: 13.3 MB
In the last few years, Algorithms for Convex Optimization have revolutionized algorithm design, both for discrete and continuous optimization problems. For problems like maximum flow, maximum matching, and submodular function minimization, the fastest algorithms involve essential methods such as gradient descent, mirror descent, interior point methods, and ellipsoid methods. The goal of this self-contained book is to enable researchers and professionals in computer science, data science, and machine learning to gain an in-depth understanding of these algorithms. The text emphasizes how to derive key algorithms for convex optimization from first principles and how to establish precise running time bounds. This modern text explains the success of these algorithms in problems of discrete optimization, as well as how these methods have significantly pushed the state of the art of convex optimization itself. |
Разместил: Ingvar16 11-12-2021, 15:44 | Комментарии: 0 | Подробнее
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Название: Algorithms: Practical Guide to Learn Algorithms For Beginners Автор: Andy Vickler Издательство: Independently published Год: 2021 Страниц: 179 Язык: английский Формат: pdf, epub Размер: 10.2 MB Have you ever wondered how a programmer develops games and writes code without having to think too much? Do you want to know what makes a programmer confident about the code they write? Do you want to learn how programmers use algorithms to determine how to structure their programs before they develop it? If you did, this is the book for you. This book will also show you how to implement the sorting and searching algorithms using C and Java programming languages, since these are the most common languages used by programmers. |
Разместил: Ingvar16 11-12-2021, 15:16 | Комментарии: 0 | Подробнее
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Название: 3D Point Cloud Analysis: Traditional, Deep Learning, and Explainable Machine Learning Methods Автор: Shan Liu, Min Zhang, Pranav Kadam, C.-C. Jay Kuo Издательство: Springer Год: 2021 Формат: PDF Страниц: 156 Размер: 10 Mb Язык: English
This book introduces the point cloud; its applications in industry, and the most frequently used datasets. It mainly focuses on three computer vision tasks – point cloud classification, segmentation, and registration – which are fundamental to any point cloud-based system. An overview of traditional point cloud processing methods helps readers build background knowledge quickly, while the deep learning on point clouds methods include comprehensive analysis of the breakthroughs from the past few years. Brand-new explainable machine learning methods for point cloud learning, which are lightweight and easy to train, are then thoroughly introduced. Quantitative and qualitative performance evaluations are provided. The comparison and analysis between the three types of methods are given to help readers have a deeper understanding. |
Разместил: vitvikvas 11-12-2021, 10:53 | Комментарии: 0 | Подробнее
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Название: Deep Learning: A Comprehensive Guide Автор: Shriram K. Vasudevan, Sini Raj Pulari, Subashri Vasudevan Издательство: CRC Press Год: 2022 Формат: PDF Страниц: 307 Размер: 141 Mb Язык: English
Deep Learning: A Comprehensive Guide provides comprehensive coverage of Deep Learning and Machine Learning concepts. Deep Learning and Machine Learning are the most sought-after domains, require a deep understanding and this book gives no less than that. This book enables the reader to build innovative and useful applications based on ML and DL. Starting from the basics of neural networks, the architecture of various types of CNNs, RNN, LSTM, etc. till the end of the book, each and every topic is given the utmost care and shaped professionally and comprehensively. |
Разместил: vitvikvas 11-12-2021, 10:16 | Комментарии: 0 | Подробнее
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Название: Azure AI Services at Scale for Cloud, Mobile, and Edge (3d Early Release) Автор: Anand Raman, Chris Hoder, Simon Bisson Издательство: O’Reilly Год: 2021-12-10 Формат: epub/mobi/pdf(conv.) Размер: 10 Mb Язык: English
Whether you're a student planning to focus on AI or an experienced software engineer with an idea for the next viral AI app, or if you want to make a business process smarter by getting AI to do some of the work, this book's got you covered. Authors Anand Raman, Chris Hoder, Simon Bisson, and Mary Branscombe show you how to build practical intelligent applications for the cloud, mobile, browsers, and edge devices using a hands-on approach. Machine Learning now powers the Internet of Things, helps businesses analyze their present and predict their future, and assist consumers with everything from healthcare to gaming. Building AI into your applications and workflow is an option for an increasingly wide spectrum of users too. |
Разместил: bomboane 11-12-2021, 08:20 | Комментарии: 0 | Подробнее
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Название: Data Science on the Google Cloud Platform, Second Edition (2nd Early Release) Автор: Valliappa Lakshmana Издательство: O’Reilly Media Год: 2021-12-10 Формат: epub/pdf(conv.) Размер: 10 Mb Язык: English
Learn how easy it is to apply sophisticated statistical and machine learning methods to real-world problems when you build using Google Cloud Platform (GCP). This hands-on guide shows data engineers and data scientists how to implement an end-to-end data pipeline, using statistical and machine learning methods and tools on GCP. Through the course of this updated second edition, you'll work through a sample business decision by employing a variety of data science approaches. Follow along by implementing these statistical and machine learning solutions in your own project on GCP, and discover how this platform provides a transformative and more collaborative way of doing data science. |
Разместил: bomboane 11-12-2021, 08:07 | Комментарии: 0 | Подробнее
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Название: Applied Biomedical Engineering Using Artificial Intelligence and Cognitive Models Автор: Jorge Garza-Ulloa Издательство: Academic Press, Elsevier Год: 2022 Страниц: 705 Язык: английский Формат: pdf (true) Размер: 37.1 MB Applied Biomedical Engineering Using Artificial Intelligence and Cognitive Models focuses on the relationship between three different multidisciplinary branches of engineering: Biomedical Engineering, Cognitive Science and Computer Science through Artificial Intelligence models. Applied Biomedical Engineering Using Artificial Intelligence and Cognitive Models provides readers with the study of injuries, illness, and neurological diseases of the human body through Artificial Intelligence using Machine Learning (ML), Deep Learning (DL) and Cognitive Computing (CC) models based on algorithms developed with MATLAB and IBM Watson. |
Разместил: Ingvar16 11-12-2021, 03:23 | Комментарии: 0 | Подробнее
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Название: Hands-On Guide to AgileOps: A Guide to Implementing Agile, DevOps, and SRE for Cloud Operations Автор: Navin Sabharwal, Raminder Rathore Издательство: Apress Год: 2022 Страниц: 225 Язык: английский Формат: pdf (true) Размер: 10.2 MB
Discover the best practices for transforming cloud and infrastructure operations by using Agile, Scrum, Kanban, Scrumban and Spotify models. This book will help you gain an in-depth understanding of these processes so that you can apply them to your own work. The book begins by offering an overview of current processes and methods used in IT Operations using ITIL and IT4IT. The Authors provide a background of the Agile, Scrum, Kanban, SaFe, Scrumban, and Spotify models used in software development. You’ll then gain in-depth guidance and best practices to implement Agile in the Operations world. You’ll see how Agile, Site Reliability Engineering and DevOps work in tandem to provide the foundation for modern day infrastructure and cloud operations. |
Разместил: Ingvar16 11-12-2021, 01:53 | Комментарии: 0 | Подробнее
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