Название: Профессиональный бенчмарк: искусство измерения производительности
Автор: Акиньшин А.
Издательство: Питер
Год: 2022
Формат: pdf, djvu
Размер: 14 Мб
Качество: Хорошее
Язык: Русский

Это исчерпывающее руководство поможет вам правильно разрабатывать бенчмарки, измерять ключевые метрики производительности приложений .NET и анализировать результаты. В книге представлены десятки кейсов, проясняющих сложные аспекты бенчмаркинга. Ее изучение позволит вам избежать распространенных ошибок, проконтролировать точность измерений и повысить производительность своих программ.

Название: Machine Learning: Neural Networks, Decision Trees and Support Vector Machine with IBM SPSS Modeler
Автор: L. Marvin
Издательство: Lulu.com
Год: 2021
Страниц: 275
Язык: английский
Формат: epub
Размер: 13.0 MB

Machine Learning techniques are intended to extract the knowledge contained in the data through models and other appropriate techniques. Within Machine Learning techniques there are two fundamental types: supervised learning techniques and unsupervised learning techniques. Supervised learning techniques include all those that use a model in which there are dependent variables and independent variables. The purpose of these techniques is usually prediction or classification of both at the same time. Neural networks, decision trees, and SVM models are supervised learning machine learning techniques for prediction and classification. It is precisely these techniques that are developed in this book using IBM SPSS Modeler software.

Название: Microservice APIs: With examples in Python (MEAP)
Автор: Jose Haro Peralta
Издательство: Manning Publications
Год: 2022 v10
Формат: PDF
Страниц: 350
Размер: 10 Mb
Язык: English

Tips, best practices, and handy Python features for designing better microservices architecture and streamlining API integrations.
Microservice APIs shares successful strategies and techniques for designing Microservices systems, with a particular emphasis on creating easy-to-consume APIs.
This practical guide focuses on implementation over philosophizing and has just enough theory to get you started. You’ll quickly go hands on designing the architecture for a microservices platform, produce standard specifications for REST and GraphQL APIs, and bake in authentication features to keep your APIs secure. Written in a framework-agnostic manner, its universal principles of API and microservices design can easily be applied to your favorite stack and toolset.

Название: Effective Data Science Infrastructure: How to make data scientists productive (MEAP Version 7)
Автор: Ville Tuulos
Издательство: Manning
Год: 2022
Формат: True PDF
Страниц: 356
Размер: 11.4 Mb
Язык: English

Simplify data science infrastructure to give data scientists an efficient path from prototype to production.
Effective Data Science Infrastructure is a hands-on guide to assembling infrastructure for data science and machine learning applications. It reveals the processes used at Netflix and other data-driven companies to manage their cutting edge data infrastructure.

Название: Kafka in Action
Автор: Dylan Scott, Viktor Gamov, Dave Klein
Издательство: Manning Publications
Год: 2022
Формат: True PDF
Страниц: 272
Размер: 15 Mb
Язык: English

Kafka in Action is a practical, hands-on guide to building Kafka-based data pipelines. Filled with real-world use cases and scenarios, this book probes Kafka's most common use cases, ranging from simple logging through managing streaming data systems for message routing, analytics, and more. In systems that handle big data, streaming data, or fast data, it's important to get your data pipelines right. Apache Kafka is a wicked-fast distributed streaming platform that operates as more than just a persistent log or a flexible message queue.

Название: Clojure на производстве
Автор: Гришаев И.В.
Издательство: Издательские решения
Год: 2020
Страниц: 361
Язык: русский
Формат: pdf
Размер: 10,1 MB

Clojure? Это где скобочки и нет типов? На производстве? Всё верно. Книга расскажет о том, как строят боевые системы на этом языке: от простого к сложному, скобка за скобкой. До сих пор информацию о Clojure можно было найти только в книгах на английском и в отдельных статьях в интернете. Ситуация меняется: появилась книга о Clojure на русском, и это не перевод. Автор — программист, который зарабатывает этим языком. Это не очередное введение в Clojure. Вас ждут семь глав с акцентом на практику и неочевидные вещи, которых нет в учебных материалах. Вся книга от начала до конца — личный опыт автора. Код заимствован из настоящих проектов. Ожидается, что читатель знаком с Clojure или другим диалектом Лиспа. Чтобы лучше усвоить материал, желательно иметь опыт программирования. Для аудитории продвинутого уровня. Это книга о том, как применять Clojure в настоящих условиях: не сортировать списки в олимпиадных задачах, а поднимать веб-приложения, строить системы, писать тесты.

Название: Animated Problem Solving: An Introduction to Program Design Using Video Game Development
Автор: Marco T. Morazan
Издательство: Springer
Серия: Texts in Computer Science
Год: 2022
Страниц: 688
Язык: английский
Формат: pdf (true)
Размер: 10.9 MB

This textbook is about systematic problem solving and systematic reasoning using type-driven design. There are two problem solving techniques that are emphasized throughout the book:divide and conqueranditerative refinement. Divide and conquer is the process by which a large problem is broken into two or more smaller problems that are easier to solve and then the solutions for the smaller pieces are combined to create an answer to the problem. Iterative refinement is the process by which a solution to a problem is gradually made better–like the drafts of an essay. Mastering these techniques are essential to becoming a good problem solver and programmer. In this textbook, all the solutions to problems are expressed as programs. It is important to be somewhat precise about what a program is. A program is much more than just code written using a programming language. Remember that a program is a solution to a problem. Therefore, a program has a design, code, examples of how it works, and tests. That is, it communicates how the problem is solved and illustrates that the solution works. If any of the mentioned components are missing, then we have an incomplete program.

Название: Introduction to Engineering Python: For First Year Engineering Students
Автор: Steve A. Larsen
Издательство: Steve A. Larsen
Год: 2021
Формат: PDF
Страниц: 66
Размер: 10 Mb
Язык: English

The author has been very selective about what topics to cover in this short step by step manual for first year engineering students. The first eleven chapters cover what you must know. This is based on personal experience as a petroleum engineer. The reader needs little or no programming experience. The best part is you can learn to program in Python for FREE! The Python programming language and the professional PyCharm Community user interface are free downloads. All that is required is a Windows computer with 8GB RAM. (Most 4GB computers can be inexpensively upgraded to 8GB.) Chapters 12 thru 16 cover topics that you may need, or are good to know if reading other programmer's Python code. Chapters 17 thru 20 contain more advanced Python examples of practical applications in engineering.

Название: Evolving Software Processes: Trends and Future Directions
Автор: Dac-Nhuong Le, Arif Ali Khan
Издательство: Wiley-Scrivener
Год: 2022
Страниц: 320
Язык: английский
Формат: epub
Размер: 16.7 MB

The book provides basic building blocks of evolution in software processes, such as DevOps, scaling Agile process in GSD, in order to lay a solid foundation for successful and sustainable future processes. This book presents an extremely comprehensive overview of the evolution in software processes and provides a platform for practitioners, researchers and students to discuss the studies used for managing aspects of the software process, including managerial, organizational, economic and technical. It provides an opportunity to present empirical evidence, as well as proposes new techniques, tools, frameworks and approaches to maximize the significance of software process management.

Название: Spatial Predictive Modelling with R
Автор: Jin Li
Издательство: CRC Press
Год: 2022
Формат: PDF
Страниц: 404
Размер: 75 Mb
Язык: English

Spatial predictive modeling (SPM) is an emerging discipline in applied sciences, playing a key role in the generation of spatial predictions in various disciplines. SPM refers to preparing relevant data, developing optimal predictive models based on point data, and then generating spatial predictions. This book aims to systematically introduce the entire process of SPM as a discipline. The process contains data acquisition, spatial predictive methods and variable selection, parameter optimization, accuracy assessment, and the generation and visualization of spatial predictions, where spatial predictive methods are from geostatistics, modern statistics, and machine learning.