Название: The Recursive Book of Recursion: Ace the Coding Interview with Python and jаvascript
Автор: Al Sweigart
Издательство: No Starch Press
Год: 2022
Формат: True PDF
Страниц: 331
Размер: 10 Mb
Язык: English

An accessible yet rigorous crash course on recursive programming using Python and jаvascript examples.
Recursion, and recursive algorithms, have a reputation for being intimidating. They're seen as an advanced computer science topic often brought up in coding interviews. Moreover, coders often perceive the use of a recursive algorithm as a sophisticated solution that only true programmers can produce. But there's nothing magical about recursion. Its fearsome reputation is more a product of poor teaching than of the complexity of recursion itself.

Название: Deep Learning with R, 2nd Edition
Автор: Francois Chollet with Tomasz Kalinowski and J. J. Allaire
Издательство: Manning Publications
Год: 2022
Формат: True PDF
Страниц: 568
Размер: 48,6 Mb
Язык: English

Deep Learning with R, Second Edition shows you how to put deep learning into action. It’s based on the revised new edition of François Chollet’s bestselling Deep Learning with Python . All code and examples have been expertly translated to the R language by Tomasz Kalinowski, who maintains the Keras and Tensorflow R packages at RStudio. Novices and experienced ML practitioners will love the expert insights, practical techniques, and important theory for building neural networks.

Название: OCP Oracle Certified Professional Java SE 17 Developer Study Guide: Exam 1Z0-829
Автор: Boyarsky J., Selikoff S.
Издательство: Sybex
Год: 2022
Формат: pdf
Страниц: 1110
Размер: 14 mb
Язык: Английский

An effective and practical study aid to the new OCP Java SE 17 Developer certification exam
In the OCP Oracle Certified Professional Java SE 17 Developer Study Guide: Exam 1Z0-829, you'll find accessible and essential test prep material for the in-demand and practical OCP Java SE 17 Developer certification. Providing comprehensive coverage of all OCP Java SE 17 exam objectives and competencies, the Study Guide offers you access to all the skills and knowledge you'll need to succeed on the test and in the field as a new or experienced Java developer.

Название: Fundamentals of Deep Learning, 2nd Edition
Автор: Nithin Buduma, Nikhil Buduma, Joe Papa
Издательство: O’Reilly Media
Год: 2022
Формат: True PDF
Страниц: 390
Размер: 16 Mb
Язык: English

We're in the midst of an AI research explosion. Deep learning has unlocked superhuman perception that has powered our push toward self-driving vehicles, the ability to defeat human experts at a variety of difficult games including Go and Starcraft, and even generate essays with shockingly coherent prose. But deciphering these breakthroughs often takes a Ph.D. education in machine learning and mathematics.

Название: Software Architecture Metrics
Автор: Christian Ciceri, Dave Farley, Neal Ford, Andrew Harmel-Law, Michael Keeling, Carola Lilienthal, João Rosa, Alexander von Zitzewitz, Rene Weiß, and Eoin Woods
Издательство: O’Reilly Media
Год: 2022
Формат: True PDF
Страниц: 218
Размер: 10 Mb
Язык: English

Software architecture metrics are used to measure the maintainability, architectural quality of a software project and to warn early in the process about dangerous accumulations of architectural and technical debt. In this book leading hands-on software architects introduce some key software architecture metrics through case studies, that every software architect should know. This book is not about theory, it is more about practice and implementation, about what has been already tried and worked. Early detection of software architectural issues is key. It helps mitigate the risk of poor performance, and lowers the cost of repairing these issues.

Название: Designing Machine Learning Systems
Автор: Chip Huyen
Издательство: O’Reilly Media
Год: 2022
Формат: True PDF
Страниц: 389
Размер: 15,4 Mb
Язык: English

Many tutorials show you how to develop ML systems from ideation to deployed models. But with constant changes in tooling, those systems can quickly become outdated. Without an intentional design to hold the components together, these systems will become a technical liability, prone to errors and be quick to fall apart.

Название: Язык программирования C# 9 и платформа .NET 5: основные принципы и практики программирования
Автор: Троелсен Эндрю, Джепикс Филипп
Издательство: Диaлeктика
Год: 2022 10-е изд.
Формат: PDF
Страниц: 1392
Размер: 96 Mb
Язык: Русский

Классическая книга представляет собой всеобъемлющий источник сведений о языке программирования C# и о связанной с ним инфраструктуре. В 10-м издании книги вы найдете описание новейших возможностей языка C# 9 и .NET 5 вместе с подробным "закулисным" обсуждением, призванным расширить навыки критического мышления разработчиков, когда речь идет об их ремесле. Книга охватывает ASP.NET Core, Entity Framework Core и многое другое наряду с последними обновлениями унифицированной платформы .NET, начиная с улучшений показателей производительности настольных приложений Windows в .NET 5 и обновления инструментария XAML и заканчивая расширенным рассмотрением файлов данных и способов обработки данных. Все примеры кода были переписаны с учетом возможностей последнего выпуска C# 9.

Название: Managing Cloud Native Data on Kubernetes
Автор: Jeff Carpenter and Patrick McFadin
Издательство: O’Reilly Media
Год: 2022-07-08: Sixth release
Формат: ePUB
Размер: 10 Mb
Язык: English

Kubernetes has become the primary platform for deploying and managing cloud native applications. But because it was originally designed for stateless workloads, working with data on Kubernetes has been challenging. If you want to avoid the inefficiencies and duplicative costs of having separate infrastructure for applications and data, this practical guide can help.

Название: An Introductory Guide to R: Easing the Learning Curve
Автор: Eric L. Einspruch
Издательство: The Guilford Press
Год: 2022
Формат: True PDF
Страниц: 211
Размер: 10 Mb
Язык: English

A friendly, straightforward guide that does not assume knowledge of programming, this book helps new R users hit the ground running. Eric L. Einspruch provides an overview of the software and shows how to download and install R, RStudio, and R packages. Featuring example code, screenshots, tips, learning exercises, and worked-through examples of statistical techniques, the book demonstrates the capabilities and nuances of these powerful free statistical analysis and data visualization tools. Fundamental aspects of data wrangling, analysis, visualization, and reporting are introduced, using both Base R and Tidyverse approaches. Einspruch emphasizes processes that support research reproducibility, such as use of comments to document R code and use of R Markdown capabilities. The book also helps readers navigate the vast array of R resources available to further develop their skills.

Название: Knowledge-Guided Machine Learning: Accelerating Discovery Using Scientific Knowledge and Data
Автор: Edited by Anuj Karpatne, Ramakrishnan Kannan, Vipin Kumar
Издательство: CRC Press
Год: 2023
Страниц: 442
Размер: 91.33 МБ
Формат: PDF
Язык: English

Given their tremendous success in commercial applications, machine learning (ML) models are increasingly being considered as alternatives to science-based models in many disciplines. Yet, these "black-box" ML models have found limited success due to their inability to work well in the presence of limited training data and generalize to unseen scenarios.