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Название: Machine Learning Q and AI: 30 Essential Questions and Answers on Machine Learning and AI
Автор: Sebastian Raschka
Издательство: No Starch Press
Год: 2024
Страниц: 325
Язык: английский
Формат: pdf, epub
Размер: 28.8 MB

If you’re ready to venture beyond introductory concepts and dig deeper into Machine Learning, Deep Learning, and AI, the question-and-answer format of Machine Learning Q and AI will make things fast and easy for you, without a lot of mucking about. Born out of questions often fielded by author Sebastian Raschka, the direct, no-nonsense approach of this book makes advanced topics more accessible and genuinely engaging. Each brief, self-contained chapter journeys through a fundamental question in AI, unraveling it with clear explanations, diagrams, and hands-on exercises. This book adopts a unique Q&A style, where each brief chapter is structured around a central question related to fundamental concepts in Machine Learning, Deep Learning, and AI. Every question is followed by an explanation, with several illustrations and figures, as well as exercises to test your understanding. Many chapters also include references for further reading. These bite-sized nuggets of information provide an enjoyable jumping-off point on your journey from Machine Learning beginner to expert.

Название: The Kubernetes Book: 2024 Edition
Автор: Nigel Poulton
Издательство: Leanpub
Год: 2024-02-03
Страниц: 308
Язык: английский
Формат: pdf (true)
Размер: 16.4 MB

2024 edition. Fully updated for Kubernetes v1.29. Brand new chapter covering WebAssembly on Kubernetes. The Kubernetes Book, by Nigel Poulton, renowned author and video trainer, is up to date with the latest trends in Kubernetes and the rapidly evolving cloud-native ecosystem. Containers transformed how we package and deploy applications, but they came with inherent challenges. Kubernetes is a platform for deploying and managing containerised applications at scale. It also abstracts underlying infrastructure, making it easier to deploy and manage applications across heterogenous clouds and on-premises environments. Containerization is the process of packaging an application and dependencies as an image and then running it as a container. It can be useful to think of containers as the next generation of virtual machines (VM). Both are ways of packaging and running applications, but containers are smaller, faster, and more portable. Despite these advantages, containers haven’t replaced VMs, and it’s common for them to run side-by-side in most cloud-native environments. However, containers are the first-choice solution for most new applications.

Название: Python для сложных задач: наука о данных, 2-е международное издание
Автор: Джейк Вандер Плас
Издательство: Спринт Бук
Год: 2024
Формат: pdf
Страниц: 592
Размер: 27,1 Мб
Язык: русский

Python — первоклассный инструмент, и в первую очередь благодаря наличию множества библиотек для хранения, анализа и обработки данных. Отдельные части стека Python описываются во многих источниках, но только в новом издании «Python для сложных задач» вы найдете подробное описание: IPython, NumPy, pandas, Matplotlib, Scikit-Learn и др. Специалисты по обработке данных, знакомые с языком Python, найдут во втором издании решения таких повседневных задач, как обработка, преобразование и подготовка данных, визуализация различных типов данных, использование данных для построения статистических моделей и моделей машинного обучения. Проще говоря, эта книга является идеальным справочником по научным вычислениям в Python.

Название: Multilevel Modeling Using R, 3rd Edition
Автор: W. Holmes Finch, Jocelyn E. Bolin
Издательство: Springer
Год: 2024
Страниц: 339
Язык: английский
Формат: pdf (true)
Размер: 10.9 MB

Like its bestselling predecessor, Multilevel Modeling Using R, Third Edition provides the reader with a helpful guide to conducting multilevel data modeling using the R software environment. After reviewing standard linear models, the authors present the basics of multilevel models and explain how to fit these models using R. They then show how to employ multilevel modeling with longitudinal data and demonstrate the valuable graphical options in R. The book also describes models for categorical dependent variables in both single-level and multilevel data. The third edition of the book includes several new topics that were not present in the second edition. Specifically, a new chapter has been included, focussing on fitting multilevel latent variable modeling in the R environment. With R, it is possible to fit a variety of latent variable models in the multilevel context, including factor analysis, structural models, item response theory, and latent class models. The third edition also includes new sections in Chapter 11 describing two useful alternatives to standard multilevel models, fixed effects models and generalized estimating equations.

Название: Разработка средств безопасности и эксплойтов
Автор: Фостер Д.К., Лю В.
Издательство: Питер
Год: 2007
Cтраниц: 432
Формат: pdf
Размер: 61 мб
Язык: русский

Эта книга — подробное руководство по разработке средств безопасности для веб-приложений. В ней подробно рассматриваются проблемы безопасности программного обеспечения. На многочисленных примерах изучается принцип использования различных типов уязвимостей компьютерных систем, выполняется детальный анализ техник взлома.

Название: Методы программирования в задачах и примерах на С/С++
Автор: Валединский В.Д., Корнев А.А.
Издательство: М.: Московский государственный университет имени М.В. Ломоносова
Год: 2023
Формат: pdf
Страниц: 416
Размер: 11 mb
Язык: русский

Учебное пособие является обобщением опыта преподавания университетского курса «Работа на ЭВМ и программирование» для студентов механико-математического факультета МГУ имени М. В. Ломоносова и школьного курса «Информатика» в классах при механико-математическом факультете на базе 54-й школы г. Москвы и в математических классах Университетской гимназии. В книге собраны и систематизированы задачи, предлагавшиеся для самостоятельного решения во время семинарских занятий, лабораторных работ, на зачетах и экзаменах.
Книга предназначена учащимся старших классов с углубленным изучением математики и информатики, студентам высших учебных заведений, осваивающим методы программирования и язык C, а также в помощь преподавателям для проведения практических занятий.

Название: Conversational Artificial Intelligence
Автор: Romil Rawat, Rajesh Kumar Chakrawarti, Sanjaya Kumar Sarangi
Издательство: Wiley-Scrivener
Год: 2024
Страниц: 774
Язык: английский
Формат: pdf (true)
Размер: 12.9 MB

Conversational AI combines Natural Language Processing (NLP) with traditional software like chatbots, voice assistants, or an interactive voice recognition system to help customers through either a spoken or typed interface. Conversational chatbots that respond to questions promptly and accurately to help customers are a fascinating development since they make the customer service industry somewhat self-sufficient. A well-automated chatbot can decimate staffing needs, but creating one is a time-consuming process. Voice recognition technologies are becoming more critical as AI assistants like Alexa become more popular. Chatbots in the corporate world have advanced technical connections with clients thanks to improvements in Artificial Intelligence. However, these chatbots’ increased access to sensitive information has raised serious security concerns. Threats are one-time events such as malware and DDOS (Distributed Denial of Service) assaults. Targeted strikes on companies are familiar and frequently lock workers out. User privacy violations are becoming more common, emphasizing the dangers of employing chatbots. Vulnerabilities are systemic problems that enable thieves to break in. Vulnerabilities allow threats to enter the system, hence they are inextricably linked.

Название: Functional Design: Principles, Patterns, and Practices (Final)
Автор: Robert C. Martin
Издательство: Addison-Wesley Professional/Pearson Education
Год: 2024
Страниц: 376
Язык: английский
Формат: pdf (true), epub (true)
Размер: 34.6 MB, 35.5 MB

A Practical Guide to Better, Cleaner Code with Functional Programming. In Functional Design, renowned software engineer Robert C. Martin ("Uncle Bob") explains how and why to use functional programming to build better systems for real customers. Martin compares conventional object-oriented coding structures in Java to those enabled by functional languages, identifies the best roles for each, and shows how to build better systems by judiciously using them in context. Martin's approach is pragmatic, minimizing theory in favor of "in the-trenches" problem-solving. Through accessible examples, working developers will discover how the easy-to-learn, semantically rich Clojure language can help them improve code cleanliness, design, discipline, and outcomes. Martin examines well-known SOLID principles and Gang of Four Design Patterns from a functional perspective, revealing why patterns remain extremely valuable to functional programmers, and how to use them to achieve superior results. This book is about how—and why—to use functional programming in our day-to-day effort to build real systems for real customers. In the pages that follow, we will be comparing and contrasting the coding structures that are common in object-oriented languages like Java to those that are common in functional languages like Clojure. I have chosen these two languages in particular because Java is very widely known and used, and Clojure is extraordinarily simple to learn.

Название: Linux Coding & Programming Tricks & Tips - 17th Edition 2024
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2024
Язык: английский
Формат: pdf
Размер: 29.6 MB

Linux Tricks and Tips - это идеальное цифровое издание для пользователей, которые хотят поднять свои навыки на новый уровень. Вы хотите улучшить свой пользовательский опыт или получить инсайдерские знания? Вы хотите учиться непосредственно у экспертов в этой области? Хотите узнать бесчисленные сокращения, которыми пользуются профессионалы? На страницах этого нового руководства для продвинутых пользователей вы узнаете все, что нужно, чтобы стать более уверенным, знающим и опытным пользователем. Пользователем, который сможет получить максимальную отдачу от программирования на Python и C++,а значит,и от самого Linux.

Название: Software Development Pearls: Lessons from Fifty Years of Software Experience (Final)
Автор: Karl Wiegers
Издательство: Pearson/Addison-Wesley
Год: 2022
Страниц: 331
Язык: английский
Формат: pdf (true), epub
Размер: 16.2 MB, 10.2 MB

Accelerate Your Pursuit of Software Excellence by Learning from Others' Hard-Won Experience. Experience is a powerful teacher, but it's also slow and painful. You can't afford to make every mistake yourself! Software Development Pearls helps you improve faster and bypass much of the pain by learning from others who already climbed the learning curves. Drawing on 25+ years helping software teams succeed, Karl Wiegers has crystallized 60 concise, practical lessons for all your projects, regardless of your role, industry, technology, or methodology. Wiegers's insights and specific recommendations cover six crucial elements of success: requirements, design, project management, culture and teamwork, quality, and process improvement. For each, Wiegers offers First Steps for reflecting on your own experiences before you start; detailed Lessons with core insights, real case studies, and actionable solutions.