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 Название: Applied Machine Learning Solutions with Python: Production-ready ML Projects Using Cutting-edge Libraries
Автор: Siddhanta Bhatta
Издательство: BPB Publications
Год: 2022
Формат: ePUB, PDF
Страниц: 729
Размер: 16 Mb
Язык: English
This book discusses how to apply machine learning to real-world problems by utilizing real-world data. In this book, you will investigate data sources, become acquainted with data pipelines, and practice how machine learning works through numerous examples and case studies.
The book begins with high-level concepts and implementation (with code!) and progresses towards the real-world of ML systems. It briefly discusses various concepts of Statistics and Linear Algebra. You will learn how to formulate a problem, collect data, build a model, and tune it. You will learn about use cases for data analytics, computer vision, and natural language processing. You will also explore nonlinear architecture, thus enabling you to build models with multiple inputs and outputs. You will get trained on creating a machine learning profile, various machine learning libraries, Statistics, and FAST API. | |
Разместил: vitvikvas 15-09-2021, 08:18 | Комментарии: 0 | Подробнее
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 Название: Developer Relations: How to Build and Grow a Successful Developer Program
Автор: Caroline Lewko, James Parton
Издательство: Apress
Год: 2021
Формат: ePUB, PDF
Страниц: 304
Размер: 17 Mb
Язык: English
Increasingly, business leaders are either looking to start a new developer program at their company or looking to increase the impact of their existing DevRel program. In this context, software developers are finally recognized as legitimate decision makers in the technology buying process, regardless of the size of their organization. New companies are appearing with the sole purpose of making tools for developers, and even companies whose primary focus was elsewhere are waking up to the developer opportunity. Even as the need and demand for DevRel has grown, there are still re-occurring challenges for DevRel leaders.
It is these challenges that this book addresses, covering all aspects of a DevRel program. It is an essential reference to professionalize the practice of developer relations by providing you with strategic, repeatable, and adoptable frameworks, processes, and tools, including developer segmentation and personas, and developer experience frameworks. | |
Разместил: vitvikvas 15-09-2021, 07:33 | Комментарии: 0 | Подробнее
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 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. | |
Разместил: vitvikvas 15-09-2021, 07:23 | Комментарии: 0 | Подробнее
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 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. | |
Разместил: vitvikvas 15-09-2021, 04:55 | Комментарии: 0 | Подробнее
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 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. | |
Разместил: vitvikvas 15-09-2021, 04:05 | Комментарии: 0 | Подробнее
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 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. | |
Разместил: vitvikvas 14-09-2021, 21:12 | Комментарии: 0 | Подробнее
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 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. | |
Разместил: Ingvar16 14-09-2021, 20:32 | Комментарии: 0 | Подробнее
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 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. | |
Разместил: Ingvar16 14-09-2021, 18:11 | Комментарии: 0 | Подробнее
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 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.
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Разместил: Ingvar16 14-09-2021, 17:07 | Комментарии: 0 | Подробнее
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 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.
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Разместил: Ingvar16 14-09-2021, 16:37 | Комментарии: 0 | Подробнее
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