Название: Quick Start Kubernetes (2025 Edition)
Автор: Nigel Poulton
Издательство: Leanpub
Год: 2025-01-14
Страниц: 143
Язык: английский
Формат: pdf, epub
Размер: 13.2 MB

Demystify Kubernetes, the architecture and how to deploy apps. Brought to you by best-selling author and global training guru Nigel Poulton, Quick Start Kubernetes is the fastest way to wrap your head around Kubernetes and get your hands-on deploying a simple app. When you've finished the book, you'll be ready to rock-and-roll with Kubernetes. Quick Start Kubernetes, brought to you by best-selling author Nigel Poulton, assumes zero prior experience and gets you to the point you can hold your own deploying and managing a simple app. You’ll learn why we have Kubernetes, what it is, and where it’s going. On the theory front, you’ll learn about microservices, orchestration, why Kubernetes is the OS of the cloud, and Kubernetes architecture. On the hands-on front, you’ll build a cluster, containerize an app, deploy it, break it, see Kubernetes fix it, scale it, and perform a rolling update. And as this is a quick start guide, you’ll be up-to-speed in no time.

Название: Getting Started with Docker and AI - Second Edition
Автор: Nigel Poulton
Издательство: Leanpub
Год: December 2024
Страниц: 127
Язык: английский
Формат: pdf, epub
Размер: 12.6 MB

This book serves as a comprehensive introduction to Docker, offering readers a solid foundation in containers, images, and registries. It begins with the essentials, including the benefits of containers and their role in modern application development. Step-by-step instructions guide you through building, testing, and deploying containerized applications, providing hands-on experience in creating scalable and efficient systems. Chapters on Docker Compose and multi-container apps introduce workflows to simplify the management of complex applications.

Название: Coding Interview Patterns: Nail Your Next Coding Interview
Автор: Alex Xu, Shaun Gunawardane
Издательство: ByteByteGo
Год: November 25, 2024
Страниц: 437
Язык: английский
Формат: pdf
Размер: 61.6 MB

Coding interviews are tough, and they're only getting tougher, typically demanding months of preparation. What we all want is a way to master algorithms and data structures without having to spend countless hours sifting through endless, unfocussed resources. Introducing "Coding Interview Patterns," your complete guide to mastering the key patterns needed to ace your next coding interview.

Название: Большие данные. Современные фреймворки и разработка приложений
Автор: Талия Д., Трунфио П., Мароццо Ф., Белькастро Л.
Издательство: ДМК Пресс
Год: 2025
Страниц: 274
Язык: русский
Формат: pdf
Размер: 10.4 MB

В книге рассматриваются модели, системы и фреймворки, специально разработанные для обработки и анализа больших наборов данных. Вы познакомитесь с основными парадигмами и механизмами, применяемыми в анализе больших данных, включая MapReduce, рабочие потоки, массовый синхронный параллелизм, передачу сообщений и SQL-подобные модели. В главах книги описаны примеры использования фреймворков Hadoop, Spark, Storm и MPI и рассмотрены вопросы выбора среды, наиболее подходящей для достижения целевых задач приложения. Книга предназначена разработчикам приложений для работы с большими данными, исследователям и профессионалам бизнеса, основанного на данных. Читатель должен хорошо владеть такими языками, как Java, Python или Scala, и знать основные концепции параллельного и распределенного программирования.

Название: Human Pose Analysis: Deep Learning Meets Human Kinematics in Video
Автор: Songlin Du, Takeshi Ikenaga
Издательство: Springer
Год: 2025
Страниц: 213
Язык: английский
Формат: pdf (true), epub
Размер: 50.7 MB

This book stands at the intersection of Computer Vision, Artificial Intelligence (AI), and human kinematics, offering a comprehensive exploration of the principles, methodologies, and applications of human pose analysis in video data. It covers two main aspects: human body pose analysis and human head pose analysis. Human body pose analysis involves estimating the position and orientation of major joints and body parts, such as the head, neck, shoulders, elbows, wrists, hips, knees, and ankles, to capture the entire body posture in 2D or 3D space. In contrast, human head pose analysis focuses solely on the head’s orientation, typically estimating the angles of rotation around the yaw, pitch, and roll axes to determine the direction in which a person is looking or tilting their head. The proposed method was implemented by programming in Python under the framework of PyTorch.

Название: Feature Engineering for Modern Machine Learning with Scikit-Learn: Advanced Data Science and Practical Applications
Автор: Cuantum Technologies
Издательство: Cuantum Technologies
Серия: Advanced Data Analysis Series
Год: November 6, 2024
Страниц: 506
Язык: английский
Формат: pdf, epub
Размер: 13.2 MB

Unleash the Power of Feature Engineering for Cutting-Edge Machine Learning. Transform raw data into powerful features with Feature Engineering for Modern Machine Learning with Scikit-Learn: Advanced Data Science and Practical Applications. This essential guide takes you beyond the basics, teaching you how to create, optimize, and automate features that elevate Machine Learning (ML) models. With a focus on real-world applications and advanced techniques, this book equips data scientists, Machine Learning engineers, and analytics professionals with the skills to make impactful, data-driven decisions. This book aims to provide a practical and hands-on approach to starting with Mastering the Creative Power of AI. Whether you are a beginner without programming experience or an experienced programmer looking to expand your skills, this book is designed to help you develop your skills and build a solid foundation in Generative Deep Learning with Python.

Название: Рецепты PHP. Для профессиональных разработчиков
Автор(ы): Эрик Манн
Издательство: Спринт Бук
Год: 2025
Страниц: 433
Формат: PDF
Размер: 13 Мб
Язык: русский

В этом сборнике рецептов разработчики на PHP найдут надежные и проверенные решения распространенных задач. PHP — удивительно простой язык программирования, что объясняет, почему на нем написано более 75 % веб-сайтов в Интернете. Но он также невероятно терпим к ошибкам программирования, что может привести к тиражированию сомнительного кода.

Название: Time Series Analysis and Its Applications: With R Examples, 5th Edition
Автор: Robert H. Shumway, David S. Stoffer
Издательство: Springer
Год: 2025
Страниц: 608
Язык: английский
Формат: pdf (true)
Размер: 19.6 MB

This 5th edition of this popular graduate textbook presents a balanced and comprehensive treatment of both time and frequency domain methods with accompanying theory. It includes numerous examples using nontrivial data illustrate solutions to problems such as discovering natural and anthropogenic climate change, evaluating pain perception experiments using functional magnetic resonance imaging, and monitoring a nuclear test ban treaty. The R package ‘astsa’ has had major updates and the text will reflect those updates. In general, the graphics have been improved. New topics include random number generation, modeling and fitting predator-prey interactions, more emphasis on structural models, testing for linearity, discussion of EM algorithm is more extensive, Bayesian analysis of state space models and MCMC is more extensive (including new scripts in astsa), particle methods are introduced, stochastic volatility coverage is expanded, changepoint detection is introduced (new topic).

Название: Predictive Analytics with SAS and R: Core Concepts, Tools, and Implementation
Автор: Ramchandra S Mangrulkar, Pallavi Vijay Chavan
Издательство: Apress
Год: 2025
Страниц: 189
Язык: английский
Формат: pdf (true), epub (true)
Размер: 14.8 MB

Gain practical knowledge of application implementation using various programming approaches in predictive analytics. This book serves as a comprehensive guide for both beginners and professionals in the field of predictive analytics, offering core principles and practical insights without requiring an extensive mathematics or statistics background. The book starts with an introduction to analytics in decision making, protective analytics basics, and implementation in various industries. The book then takes you through types of regression, and simple linear regression in detail, followed by a demonstration of R Studio and SAS. Multiple Linear Regression is discussed next along with MLR model diagnostics. The book covers Multivariate Analysis and teaches you how to work with Principal Components Analysis, Factor Analysis, and much more. You also learn Time series Analysis with an understanding of Autoregressive Moving Average (ARMA) Models. After reading the book, you will be able to put predictive analytics principles into practice.

Автор: Сафронов И. К.
Название: Visual Basic в задачах и примерах. Издание 2 переработанное и дополненное.
Издательство: СПб.БХВ-Петербург
Год: 2014
Страниц: 400
Формат: DJVU, PDF
Размер: 12 МБ

Основу содержания книги составляют разработанные автором задачи и примеры, ярко демонстрирующие возможности языка. В занимательной и доступной форме описывается история языков семейства Basic, реализация различных видов алгоритмов средствами Visual Basic, работа с подпрограммами и файлами, мультимедийные возможности языка, написание простых игр...