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Название: Deep Learning Recommender Systems
Автор: Zhe Wang, Chao Pu, Felice Wang
Издательство: Cambridge University Press
Год: 2025
Страниц: 314
Язык: английский
Формат: pdf
Размер: 24.6 MB

Recommender systems are ubiquitous in modern life and are one of the main monetization channels for Internet technology giants. This book helps graduate students, researchers and practitioners to get to grips with this cutting-edge field and build the thorough understanding and practical skills needed to progress in the area. It not only introduces the applications of Deep Learning and Generative AI for recommendation models, but also focuses on the industry architecture of the recommender systems. The authors include a detailed discussion of the implementation solutions used by companies such as YouTube, Alibaba, Airbnb and Netflix, as well as the related Machine Learning framework including model serving, model training, feature storage and data stream processing. Although the book will intersperse the ­introduction of basic Machine Learning knowledge, most of the content assumes that readers have some Machine Learning background.

Название: Distributed Time-Sensitive Systems
Автор: Tanupriya Choudhury, Rahul Kumar Singh, Ravi Tomar, S. Balamurugan
Издательство: Wiley-Scrivener
Год: 2025
Страниц: 375
Язык: английский
Формат: pdf (true), epub
Размер: 34.8 MB

The book provides invaluable insights into cutting-edge advancements across multiple sectors of Society 5.0, where contemporary concepts and interdisciplinary applications empower you to understand and engage with the transformative technologies shaping our future. Distributed Time-Sensitive Systems offers a comprehensive array of pioneering advancements across various sectors within Society 5.0, underpinned by cutting-edge technological innovations. This volume delivers an exhaustive selection of contemporary concepts, practical applications, and groundbreaking implementations that stand to enhance diverse facets of societal life. The chapters encompass detailed insights into fields such as image processing, natural language processing, computer vision, sentiment analysis, and voice and gesture recognition and feature interdisciplinary approaches spanning legal frameworks, medical systems, intelligent urban development, integrated cyber-physical systems infrastructure. Artificial Intelligence algorithms are used to automate jobs that were previously completed by humans. The main reason Artificial Intelligence (AI) is used in every aspect and industry is the intelligence it has provided through continuous learning from regularly trained models.

Название: Identity Security for Software Development: Best Practices That Every Developer Must Know
Автор: John Walsh, Uzi Ailon, Matt Barker
Издательство: O’Reilly Media, Inc.
Год: 2025
Страниц: 205
Язык: английский
Формат: PDF, True EPUB (Retail Copy)
Размер: 10.1 MB

Maintaining secrets, credentials, and machine identities in secure ways is an important, though often overlooked, aspect of secure software development. DevOps security often addresses vulnerabilities, but it neglects broader discussions like authentication, authorization, and access control, potentially leaving the door open for breaches. That's where an identity security strategy integrated in your code, infrastructure, and environments from day one can help. In this practical book, authors John Walsh, Uzi Ailon, and Matt Barker provide conceptual frameworks, technology overviews, and useful code snippets to bridge the gap between development, IT, and security to integrate robust identity security across apps, CI/CD pipelines, Kubernetes and cloud native, hybrid and multicloud, process automation, IoT, and more. This book is intended for developers, engineers, and dev-adjacent professionals who are involved in building, deploying, and securing software.

Название: Azure AI Fundamentals (AI-900) Study Guide: In-Depth Exam Prep and Practice
Автор: Tom Taulli
Издательство: O’Reilly Media, Inc.
Год: 2025
Страниц: 184
Язык: английский
Формат: True EPUB (Retail Copy)
Размер: 10.1 MB

Businesses that want to stay competitive know that AI has become a crucial technology—and so do their employees looking to grow their careers. Earning Microsoft's AI-900: Azure AI Fundamentals certification proves your proficiency with foundational AI concepts. This study guide equips you with the knowledge needed to pass the AI-900 exam, whether you're an IT professional, a data analyst, or a student looking to break into the AI field. Packed with clear explanations, real-world examples, exam tips, and practice questions, this comprehensive handbook is your go-to resource for mastering the Azure AI platform and advancing your career. Among the myriad AI certifications available, one stands out: the Azure AI Fundamentals (AI-900) exam. It doesn’t just skim the surface. It dives into key AI domains like Machine Learning (ML), Deep Learning (DL), natural language processing (NLP), computer vision, Generative AI, and Responsible AI. Of course, there is coverage of key solutions from Microsoft Azure.

Название: Mastering Machine Learning: From Basics to Advanced
Автор: Govindakumar Madhavan
Издательство: Springer
Год: 2025
Страниц: 261
Язык: английский
Формат: pdf (true), epub
Размер: 50.9 MB

This book covers all aspects of Machine Learning (ML) from concepts and math to ML programming. ML concepts and the math associated with ML are written from an application perspective, rather than from a theoretical perspective. The book presents concepts and algorithms precisely as they are used in real-world applications, ensuring a seamless and practical understanding with no gap between theory and practice. In a distinctive approach, the book's content is complemented by video lectures whose details can be found inside the book. This innovative approach offers readers a multimedia learning experience, accommodating different learning preferences, and reinforcing the material through visual and auditory means. If you are new to Artificial Intelligence and Machine Learning, this could be the first book you read and the first video course you take.

Название: Advances in Deep Learning, Volume 2
Автор: M. Arif Wani, Bisma Sultan, Sarwat Ali, Mukhtar Ahmad Sofi
Издательство: Springer
Год: 2025
Страниц: 199
Язык: английский
Формат: pdf (true), epub
Размер: 32.4 MB

This book describes novel ways of using Deep Learning to solve real-world problems. It covers advanced Deep Learning topics like neural architecture search, ensemble Deep Learning, transfer learning techniques, lightweight architectures, hybrid Deep Learning approaches, and generative adversarial networks. The book discusses the use of these advanced topics in selected applications like image classification, object detection, image steganography, protein secondary structure prediction, and gene expression data classification. Various challenges and future research directions falling under the scope of these topics are discussed.

Название: Python For Effect: Master Data Visualization and Analysis: Learn Data Pipelines, Machine Learning, Advanced Statistical Analysis and Visualization with Jupyter Notebook
Автор: Tomasz Trebacz
Издательство: Independently published
Год: October 23, 2024
Страниц: 222
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

Transform your career in just a few months with Python data science mastery—even if you've never written a line of code before! Have you ever felt overwhelmed at the thought of learning data analysis in Python? Do you worry that without a computer science degree, you'll never be able to visualize and analyze data effectively? Are you eager to bring data-driven insights into your career but don’t know where to start? If you answered "yes" to these questions, you’re in good company. Countless students, professionals, and researchers face the same challenges, but those challenges are not insurmountable. You can grasp the power of Python for data science through the easy-to-follow methods you'll find in this book. Welcome to a structured roadmap towards mastering data analysis and visualization—your essential guide to developing effective Python skills in a clear, step-by-step manner. Discover the power of Python with this guide full of practical exercises, real-world examples, and up-to-date tools to support your learning journey.

Название: Professional Apache Tomcat 6
Серия: Wrox Programmer to Programmer
Автор: Vivek Chopra, Sing Li, Jeff M. Genender
Издательство: Wrox
Год: 2007
Формат: pdf
Страниц: 664
Размер: 15,1 Мб
Язык: английский

Tomcat is the official reference implementation of Sun's servlet and JSP specifications, and Java developers must test all Web applications on Tomcat to ensure they work as designed
Boasting more than 40 percent new and updated material, this book covers all the major new features affecting server administration and management
Explores the additional built-in tools of Tomcat, which help Java developers program more efficiently, and looks at how Apache's other open source servlet/JSP technologies are designed to work with Tomcat
Features full coverage of Release 6, which supports the latest JSP and servlet specifications: JSP 2.1 and Servlets 2.5
Addresses solving real-world problems encountered during all phases of server administration, including managing class loaders and connectors, security, shared hosting and clustering, and system testing

Название: Серия "Подарочные издания. Компьютер" в 13 книгах
Автор(ы): разные
Издательство: Москва
Год: 2015-2022
Страниц: 1000+
Формат: PDF
Размер: 832 Мб
Язык: русский

Здесь вы найдете большие, красивые и красочно оформленные книги, посвященные играм, компьютерным технологиям и всему, что ними связано. Наиболее известными изданиями являются руководства и энциклопедии по культовым играм Minecraft и World of Warcraft. Книги предлагают много способов постройки удивительных механизмов с помощью набора LEGO. Каждая модель иллюстрирует простые механические принципы, которые вы сможете использовать при сборке собственных моделей.

Название: Perl Fast Track Guide - 86 Key Points Every Programmer from Other Languages Should Master
Автор: Ginno
Издательство: Blue Summit Bridge Press
Год: 2025
Страниц: 336
Язык: английский
Формат: pdf, epub (true)
Размер: 10.1 MB

Perl is a powerful and flexible language, but mastering it quickly can be challenging.This guide distills essential Perl knowledge into 86 key points, specifically designed for programmers coming from other languages. Learn the fundamentals of Perl syntax, including scalar, array, and hash variables, as well as advanced topics like context, references, and regular expressions. Perl is a language with a rich history and a unique set of features that distinguish it from other programming languages. However, for those coming from different programming backgrounds, learning Perl efficiently requires a focused approach—one that avoids unnecessary detours and concentrates on essential knowledge. This book is designed precisely for that purpose. By highlighting only the key aspects of Perl that programmers from other languages need to grasp, it enables rapid acquisition of practical skills. Whether you're a Python, Java, or C programmer looking to expand your skill set, this guide provides a structured approach to learning Perl fast.