Название: Python Programming Exercises, Gently Explained
Автор: Al Sweigart
Издательство: Independently published
Год: 2022
Страниц: 161
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

Many books and websites have aggressive programming challenges for top coders. However, this book is for the rest of us. We want challenges that improve our coding skills, not leave us confused and discouraged. Other tutorials and books have taught you the basics of Python, but the 42 programming exercises in this book let you practice what you've learned. Selected for their simplicity, these programming problems include gentle explanations of the problem, the prerequisite coding concepts you’ll need to understand the solution, and helpful templates to put together the programs if you have trouble starting from scratch. Programming is like any other skill: it gets better with practice. I’ve chosen the exercises in this book because they are short and straightforward. Each exercise involves only a handful of programming concepts and you can solve them in a single session at the computer. If you’ve been intimidated by ―competitive programming or ―hacker challenge websites, you’ll find these to be an instructive and gentler way to level up your coding skills.

Название: Applied Quantum Cryptanalysis
Автор: Alexei Petrenko
Издательство: River Publishers
Год: 2023
Страниц: 223
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

Today we witness an explosive growth in attention to Q-computing. Q-computing technologies, along with Artificial Intelligence (AI) and Machine Learning (ML) technologies, cloud and foggy computing, as well as technologies for collecting and streaming processing of Big Data and ETL, are constantly leading the lists of ""end-to-end"" information technologies for the digital economy of technologically developed countries of the world. One of the main reasons for this is the potential ability of quantum computers to solve some computational problems more efficiently than any of the most modern classical computers of the von Neumann architecture (supercomputers). The most expressive and interesting, from an applied point of view, examples of such problems are integer factorization, effectively performed by Shor's quantum algorithm, as well as record search in an unordered database, effectively solved by Grover's algorithm.

Название: Kubernetes на практике
Автор: Бранд Александр, Ландер Ричард, Россо Джош, Харрис Джон
Издательство: БХВ-Петербург
Год: 2022
Формат: pdf
Страниц: 498
Размер: 40,2 Мб
Язык: русский

Книга посвящена практическому применению платформы Kubernetes. Подробно рассматривается архитектура Kubernetes и ее составные компоненты. Описаны модели развертывания инфраструктуры, ее топология, принципы автоматизации процессов, среда выполнения контейнеров, хранилища данных и сетевое взаимодействие между элементами системы. Рассматриваются создание и маршрутизация сервисов, управление конфиденциальными данными, допусками, мультитенантность, уровни изоляции и абстрагирование. Приведены наглядные примеры развертывания Kubernetes и оркестрации контейнеров для решения различных практических задач.

Название: Developing Sustainable and Energy-Efficient Software Systems
Автор: Artem Kruglov, Giancarlo Succi
Издательство: Springer
Серия: SpringerBriefs in Computer Science
Год: 2023
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

This book provides information how to choose and collect the appropriate metrics for a software project in an organization. There are several kinds of metrics, based on the analysis of source code and developed for different programming paradigms such as structured programming and object-oriented programming (OOP). This way, the book follows three main objectives: (i) to identify existing and easily-collectible measures, if possible in the early phases of software development, for predicting and modeling both the traditional attributes of software systems and attributes specifically related to their efficient use of resources, and to create new metrics for such purposes; (ii) to describe ways to collect these measures during the entire lifecycle of a system, using minimally-invasive monitoring of design-time processes, and consolidate them into conceptual frameworks able to support model building by using a variety of approaches, including statistics, data mining and computational intelligence; and (iii) to present models and tools to support design time evolution of systems based on design-time measures and to empirically validate them.

Название: Beginning Kotlin: Build Applications with Better Code, Productivity, and Performance
Автор: Ted Hagos
Издательство: Apress
Год: 2023
Страниц: 241
Язык: английский
Формат: pdf (true), epub (true)
Размер: 25.1 MB

This book introduces the Kotlin programming skills and techniques necessary for building applications. You'll learn how to migrate your Java programming skills to Kotlin, a Java Virtual Machine (JVM) programming language. The book starts with a quick tour of the Kotlin language and gradually walks you through the language in greater detail over the course of succeeding chapters. You’ll learn Kotlin fundamentals like generics, functional programming, type system, debugging, and unit testing. Additionally, with the book’s freely downloadable online appendices, you’ll discover how to use Kotlin for building Spring Boot applications, data persistence, and microservices.

Название: Super Pythonista: The Ultimate Guide to Python Programming from Beginner to Advanced, and Far Beyond - with Step-by-Step Instruction and Extensive Code Examples
Автор: Charles Kyriakou
Издательство: Independently published
Год: 2022
Страниц: 324
Язык: английский
Формат: pdf, epub
Размер: 22.6 MB

Welcome to "Super Pythonista: The Ultimate Guide to Python Programming from Beginner to Advanced, and Far Beyond with Step-by-Step Instruction and Extensive Code Examples.” Inside these pages, you'll find a comprehensive step-by-step guide to the Python programming language, with clear explanations and simple code examples to help you fully understand each concept. We'll start with the basics, covering topics like data types, variables, and control structures, and then move on to more advanced concepts like object-oriented programming, data manipulation, and working with external libraries, as well as many other advanced concepts. Throughout the book, you'll also find practical examples and project ideas to help you re-enforce your newfound knowledge and build real-world enterprise-grade code. By the time you finish this book, you'll have advanced skills in Python programming and be well on your way to becoming a "Super Pythonista"!

Название: PyTorch Recipes: A Problem-Solution Approach to Build, Train and Deploy Neural Network Models, 2nd Edition
Автор: Pradeepta Mishra
Издательство: Apress
Год: 2023
Страниц: 282
Язык: английский
Формат: pdf (true), epub (true)
Размер: 18.2 MB

Learn how to use PyTorch to build neural network models using code snippets updated for this second edition. This book includes new chapters covering topics such as distributed PyTorch modeling, deploying PyTorch models in production, and developments around PyTorch with updated code. You'll start by learning how to use tensors to develop and fine-tune neural network models and implement deep learning models such as LSTMs, and RNNs. Next, you'll explore probability distribution concepts using PyTorch, as well as supervised and unsupervised algorithms with PyTorch. This is followed by a deep dive on building models with convolutional neural networks, deep neural networks, and recurrent neural networks using PyTorch.

Название: Python Programming: Top Of The Stack
Автор: Darren Lefcoe
Издательство: Independently published
Год: 2022
Страниц: 390
Язык: английский
Формат: epub
Размер: 10.2 MB

How to improve your ranking, become a better Python programmer and a lateral thinker. Learn core concepts and the new practices of problem solving. Harness the immense community knowledge whilst challenging the errors with expertise. We explore common questions and answers that any coder will invariably encounter. Written by scientists and programmers who rank in the top 1% of contributors on the stackoverflow website and have consistently maintained this position for a significant period of time. This book demonstrates how you can achieve the same. Some of the contributions are work related and others are simply out of curiosity. Nevertheless, these are the questions, answers and techniques that will take you to the top of the stack. The community embraces you and will enjoy your feedback and contributions. Python is a programming language that lets you work quickly and integrate systems more effectively. Python is open source and free to use for anybody that has a computer and wants to learn.

Название: Image Co-segmentation
Автор: Avik Hati, Rajbabu Velmurugan, Sayan Banerjee
Издательство: Springer
Серия: Studies in Computational Intelligence
Год: 2023
Страниц: 231
Язык: английский
Формат: pdf (true), epub
Размер: 10.2 MB

This book presents and analyzes methods to perform image co-segmentation. In this book, the authors describe efficient solutions to this problem ensuring robustness and accuracy, and provide theoretical analysis for the same. Six different methods for image co-segmentation are presented. These methods use concepts from statistical mode detection, subgraph matching, latent class graph, region growing, graph CNN, conditional encoder–decoder network, meta-learning, conditional variational encoder–decoder, and attention mechanisms. The authors have included several block diagrams and illustrative examples for the ease of readers. This book is a highly useful resource to researchers and academicians not only in the specific area of image co-segmentation but also in related areas of image processing, graph neural networks, statistical learning, and few-shot learning. Image segmentation is a classical and well-known problem in image processing, where an image is partitioned into non-overlapping regions.

Название: Coding & Programming, Tricks and Tips - 13th Edition 2023
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2023
Язык: английский
Формат: pdf
Размер: 40,7 MB

Coding & Programming, Tricks and Tips - это идеальное цифровое издание для пользователей, которые хотят поднять свой набор навыков на новый уровень. Вы хотите улучшить свой пользовательский опыт? Или хотите получить инсайдерские знания? Вы хотите учиться непосредственно у экспертов в своей области? Узнать многочисленные короткие пути, которые используют профессионалы? На страницах нового руководства для продвинутых пользователей вы узнаете все, что вам нужно знать, чтобы стать более уверенным, умелым и опытным владельцем. Пользователем, который будет извлекать максимальную пользу из своего использования и, в конечном счете, из своих навыков программирования. Достижение, которое вы можете заслужить, просто позволив нам исключительно помогать и обучать вас тем навыкам, которые мы приобрели за десятилетия нашего опыта.