Название: The AlgoDaily Book: Core Essentials Автор: Jacob Zhang Издательство: AlgoDaily Год: 2021 Формат: PDF Страниц: 737 Размер: 40,2 Mb Язык: English
The only technical interview resource you need: your favorite AlgoDaily.com premium content packaged into an 800-page book that you'll love and keep forever. Over 500 illustrations and visualizations; 50 long-form, interactive tutorials and lessons on data structures, algorithms, and interview patterns; and 100 in-depth, illustrated, and well explained solutions to the most common technical interview problems.
Название: React: современные шаблоны для разработки приложений 2-е изд Автор: Бэнкс Алекс, Порселло Ева Издательство: Питер Год: 2022 Формат: ePUB, PDF Страниц: 320 Размер: 10 Mb Язык: Русский
Хотите создавать эффективные приложения с помощью React? Тогда эта книга написана для вас. Познакомьтесь лучшими практиками и шаблонами создания современного кода. Вам не потребуются глубокие знания React или функционала jаvascript — достаточно знакомства с принципами работы jаvascript, CSS и HTML. Алекс Бэнкс и Ева Порселло научат вас создавать пользовательские интерфейсы, которые будут динамически отображать изменения без необходимости перезагрузки страницы даже на крупномасштабных сайтах, работающих с огромными массивами данных.
Название: Learning Domain-Driven Design (Early Release) Автор: Vladik Chononov Издательство: O’Reilly Media Год: 2021-09-15: Third Release Формат: ePUB Размер: 14,9 Mb Язык: English
Today, more than ever, building software is hard. Not only we have to chase ever-changing technological trends, but we also have to grasp business domains that we are building the software for. The latter is often overseen, and it explains why so many projects are doomed to fail. After all, how can you build a solution if you don't understand the problem? Through this book, you will learn the Domain-Driven Design (DDD) methodology which provides a set of core patterns, principles, and practices for analyzing business domains, understanding business strategy, and, most importantly, aligning software design with its business needs. These include Ubiquitous Language, Bounded Contexts, Event Storming, and others. You will see how these practices not only lead to robust implementation of business logic, but also to future-proof software design and architecture. You will also learn the relationship between DDD and other methodologies to ensure that you are able to make architectural decisions that will meet the business needs. The final section puts all of this into practice using a real life story of implementing Domain-Driven Design in a startup company.
Название: Practical MLOps: Operationalizing Machine Learning Models Автор: Noah Gift and Alfredo Deza Издательство: O’Reilly Media Год: 2021 Формат: ePUB Страниц: 886 Размер: 19 Mb Язык: English
Getting your models into production is the fundamental challenge of machine learning. MLOps offers a set of proven principles aimed at solving this problem in a reliable and automated way. This insightful guide takes you through what MLOps is (and how it differs from DevOps) and shows you how to put it into practice to operationalize your machine learning models.
Current and aspiring machine learning engineers--or anyone familiar with data science and Python--will build a foundation in MLOps tools and methods (along with AutoML and monitoring and logging), then learn how to implement them in AWS, Microsoft Azure, and Google Cloud. The faster you deliver a machine learning system that works, the faster you can focus on the business problems you're trying to crack. This book gives you a head start.
Название: Performance Testing: An ISTQB Certified Tester Foundation Level Specialist Certification Review Автор: Yorkston, Keith Издательство: Apress Год: 2021 Формат: ePUB, PDF Страниц: 408 Размер: 19 Mb Язык: English
Use this book to prepare for the ISTQB ® Certified Tester Foundation Level Performance Testing exam. The book has been designed to follow the ISTQB syllabus, covering all of the syllabus learning objectives, with additional reference material extending beyond the syllabus. The book covers an overall methodology for managing and conducting performance testing. Performance testing has often been considered a black art. In many organizations, perhaps an individual or a small group of technical staff or contractors is given the task of “load testing” an extended system, network, or application. Performance testing is like any other form of testing. It follows a defined test process that is similar to other test types. It utilizes a disciplined approach to the definition of requirements and user stories, the creation of test conditions, test cases, and test procedures. It establishes measurable goals against which the success or failure of the testing can be judged. It also requires (and this cannot be stressed highly enough) a definition and recognition of performance test failures. Readers will gain the knowledge with both content and practice questions to prepare them for the ISQTB Performance Testing exam. The book covers the performance test types, the performance testing methodology, and the steps to plan, create, and execute performance tests and analyze the results.
Название: Artificial Intelligence for Automated Pricing Based on Product Descriptions Автор: Nguyen Thi Ngoc Anh, Tran Ngoc Thang, Vijender Kumar Solanki Издательство: Springer Год: 2022 Страниц: 62 Язык: английский Формат: pdf (true), epub Размер: 11.3 MB
This book highlights Artificial Intelligence (AI) algorithms used in implementation of automated pricing. It presents the process for building automated pricing models from crawl data, preprocessed data to implement models, and their applications. The book also focuses on Machine Learning (ML) and Deep Learning (DL) methods for pricing, including from regression methods to hybrid and ensemble methods. The computational experiments are presented to illustrate the pricing processes and models.
Название: Advances in Machine Learning/Deep Learning-based Technologies - Vol.2 Автор: George A. Tsihrintzis, Maria Virvou, Lakhmi C. Jain Издательство: Springer Год: 2022 Страниц: 237 Язык: английский Формат: pdf (true), epub Размер: 40.7 MB
The book at hand aims at exposing its readers to some of the most significant Advances in Machine Learning/Deep Learning-based Technologies. The book consists of an editorial note and an additional ten (10) chapters, all invited from authors who work on the corresponding chapter theme and are recognized for their significant research contributions. In more detail, the chapters in the book are organized into five parts, namely (i) Machine Learning/Deep Learning in Socializing and Entertainment, (ii) Machine Learning/Deep Learning in Education, (iii) Machine Learning/Deep Learning in Security, (iv) Machine Learning/Deep Learning in Time Series Forecasting, and (v) Machine Learning in Video Coding and Information Extraction.
Название: New Optimization Algorithms and their Applications: Atom-Based, Ecosystem-Based and Economics-Based Автор: Zhenxing Zhang, Liying Wang Издательство: Elsevier Год: 2021 Страниц: 180 Язык: английский Формат: pdf (true), epub Размер: 31.5 MB
New Optimization Algorithms and Applications: Atom-Based, Ecosystem-Based and Economics-Based presents the development of three new optimization algorithms - an Atom Search Optimization (ASO) algorithm, an Artificial Ecosystem-Based Optimization algorithm (AEO), a Supply Demand Based Optimization (SDO), and their applications within engineering. These algorithms are based on benchmark functions and typical engineering cases. The book describes the algorithms in detail and demonstrates how to use them in engineering. The title verifies the performance of the algorithms presented, simulation results are given, and MATLAB® codes are provided for the methods described.
Название: Python from the Very Beginning: With 100 exercises and answers Автор: John Whitington Издательство: Coherent Press Год: 2020 Страниц: 385 Язык: английский Формат: pdf, epub Размер: 11.6 MB
In Python from the Very Beginning John Whitington takes a no-prerequisites approach to teaching a modern general-purpose programming language. Each small, self-contained chapter introduces a new topic, building until the reader can write quite substantial programs. There are plenty of questions and, crucially, worked answers and hints. Python from the Very Beginning will appeal both to new programmers, and to experienced programmers eager to explore a new language. It is suitable both for formal use within an undergraduate or graduate curriculum, and for the interested amateur.
Название: Building Websites with Django: Build and Deploy Professional Websites with Python Programming and the Django Framework Автор: Awanish Ranjan Издательство: BPB Publications Год: 2021 Формат: ePUB, PDF Страниц: 453 Размер: 14 Mb Язык: English
‘Building Websites with Django’ book teaches readers to develop their high-quality, feature-rich website by learning Django and its various tools. You will learn the best techniques to develop a dynamic website, right from scratch. This book focuses not only on just creating a particular application but rather develops a strong understanding of theoretical concepts with rich examples. You will learn to troubleshoot errors, develop navigation panels and add advanced functionalities like deploying on heroku server. You will read about models, templates, different types of views. You will learn to create apps and learn how to integrate different apps.