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 Название: Designing Machine Learning Systems: Iterative Processes for Deployable, Reliable, and Scalable Machine Learning (Early Release)
Автор: Chip Huyen
Издательство: O’Reilly Media, Inc.
Год: 2021-08-13
Страниц: 99
Язык: английский
Формат: pdf, epub
Размер: 10.2 MB
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 But with constant changes in tooling, those systems can quickly become outdated.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. In this book, Chip Huyen provides a framework for designing real-world ML systems that are quick to deploy, reliable, scalable, and iterative. These systems have the capacity to learn from new data, improve on past mistakes, and adapt to changing requirements and environments. You'll learn everything from project scoping, data management, model development, deployment, and infrastructure to team structure and business analysis. | |
Разместил: Ingvar16 24-08-2021, 13:17 | Комментарии: 0 | Подробнее
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 Название: Introduction to Microcontroller Programming for Power Electronics Control Applications: Coding with MATLAB and Simulink
Автор: Mattia Rossi, Nicola Toscani, Marco Mauri, Francesco Castelli Dezza
Издательство: CRC Press
Год: 2022
Формат: True PDF
Страниц: 452
Размер: 222 Mb
Язык: English
Microcontroller programming is not a trivial task. Indeed, it is necessary to set correctly the required peripherals by using programming languages like C, C++ or directly machine code. Nevertheless, MathWorks® developed a model-based workflow linked with an automatic code generation tool able to translate Simulink® schemes into an executable file. This rapid prototyping procedure can be applied to many microcontroller boards available on the market. Among them, this introductory book focuses on the LaunchPadTM F28069M board from Texas InstrumentsTM to provide the reader some basic programming strategies specified to the field of power electronics-based control applications. Starting from simple examples such as turning on/off on-board leds or how to manage a Pulse-Width-Modulation peripheral, the reader is guided through the settings of all these dedicated Simulink® blocks enabled for code translation. Then, the book proposes several control problems in terms of power management of RL and RLC loads (e.g. DC-DC converters) and closed-loop control of DC motors. The control schemes are investigated as well as the working principles of power converter topologies needed to drive the systems under investigation. Finally, a couple of exercises are proposed to check the reader’s understanding while presenting a processor-in-the loop (PIL) technique to emulate the dynamics of complex systems. | |
Разместил: vitvikvas 24-08-2021, 10:36 | Комментарии: 0 | Подробнее
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 Название: Business Analysis, Requirements, and Project Management: A Guide for Computing Students
Автор: Karl Cox
Издательство: CRC Press
Год: 2022
Формат: True PDF
Страниц: 219
Размер: 10 Mb
Язык: English
IT projects emerge from a business need. In practice, software developers must accomplish two big things before an IT project can begin: find out what you need to do (i.e., analyse business requirements) and plan out how to do it (i.e., project management). The biggest problem in IT projects is delivering the wrong product because IT people do not understand what business people require. This practical textbook teaches computer science students how to manage and deliver IT projects by linking business and IT requirements with project management in an incremental and straightforward approach.
Business Analysis, Requirements, and Project Management: A Guide for Computing Students presents an approach to analysis management that scales the business perspective. It takes a business process view of a business proposal as a model and explains how to structure a technical problem into a recognisable pattern with problem frames. It shows how to identify core transactions and model them as use cases to create a requirements table useful to designers and coders. Linked to the analysis are three management tools: the product breakdown structure (PBS), the Gantt chart, and the Kanban board. The PBS is derived in part from the problem frame. The Gantt chart emerges from the PBS and ensures the key requirements are addressed by reference to use cases. The Kanban board is especially useful in Task Driven Development, which the text covers. | |
Разместил: vitvikvas 24-08-2021, 09:40 | Комментарии: 0 | Подробнее
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 Название: Introduction to Econophysics: Contemporary Approaches with Python Simulations
Автор: Carlo Requiгo da Cunha
Издательство: CRC Press
Год: 2022
Формат: True PDF
Страниц: 294
Размер: 12,8 Mb
Язык: English
Econophysics explores the parallels between physics and economics and is an exciting topic that is attracting increasing attention. However there is a lack of literature that explains the topic from a broad perspective. This book introduces advanced undergraduates and graduate students in physics and engineering to the topic from this outlook, and is accompanied by rigorous mathematics which ensures that this will also be a good guide for established researchers in the field as well as researchers from other fields, such as mathematics and statistics, who are interested in the topic. | |
Разместил: vitvikvas 24-08-2021, 09:30 | Комментарии: 0 | Подробнее
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 Название: Делай как в Google. Разработка программного обеспечения
Автор: Титус Винтерс, Том Маншрек, Хайрам Райт
Издательство: Питер
Год: 2021
Страниц: 544
Язык: русский
Формат: pdf
Размер: 10.7 MB
Современные программисты должны не только эффективно программировать, но и знать надлежащие инженерные практики, позволяющие сделать кодовую базу стабильной и качественной. В чем же разница между программированием и программной инженерией? Как разработчик может управлять живой кодовой базой, которая развивается и реагирует на меняющиеся требования на всем протяжении своего существования? В книге «Разработка ПО. Делай как в Google» группа гуглеров (и экс-гуглеров) раскрывает обширный набор практик, инструментов и даже культурных аспектов, лежащих в основе программной инженерии в Google. Но эта книга не ограничивается простым описанием инструментария (о котором можно говорить бесконечно) и дополнительно описывает философию команды Google, которая помогает сотрудникам адаптироваться к разным обстоятельствам. | |
Разместил: Ingvar16 24-08-2021, 00:14 | Комментарии: 0 | Подробнее
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 Название: Principles of Web API Design: Delivering Value with APIs and Microservices (Rough Cuts)
Автор: James Higginbotham
Издательство: Addison-Wesley Professional
Год: 2021
Страниц: 336
Язык: английский
Формат: epub
Размер: 10.1 MB
Principles of Web ADI Design is a comprehensive, start-to-finish guide to the processes required for effective API design. Unlike other books, it covers the entire lifecycle. Leading API and microservices consultant James Higginbotham shows how API development teams can successfully integrate processes that occur before, during, and after API design, to scale API development far beyond single individuals or small teams. Higginbotham addresses REST in depth while also fully covering RPC and graph-based API design, as well as messaging, streaming, and event-based async APIs. | |
Разместил: Ingvar16 23-08-2021, 23:45 | Комментарии: 0 | Подробнее
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 Название: Infrastructure-as-Code Automation Using Terraform, Packer, Vault, Nomad and Consul: Hands-on Deployment, Configuration, and Best Practices
Автор: Navin Sabharwal, Sarvesh Pandey
Издательство: Apress
Год: 2021
Страниц: 252
Язык: английский
Формат: pdf (true), epub
Размер: 16.7 MB
Discover the methodologies and best practices for getting started with HashiCorp tools, including Terraform, Vault, and Packer. The book begins with an introduction to the infrastructure-as-code concept while establishing the need for automation and management technologies. You’ll go over hands-on deployment, configuration, and best practices for Terraform, Packer, Vault, Nomad, and Consul. You’ll then delve deeper into developing automation code using Terraform for automating AWS/Azure/GCP public cloud tasks; advanced topics include leveraging Vault for secrets management and Packer for image management. | |
Разместил: Ingvar16 23-08-2021, 14:59 | Комментарии: 0 | Подробнее
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 Название: State-of-the-Art Deep Learning Models in TensorFlow: Modern Machine Learning in the Google Colab Ecosystem
Автор: David Paper
Издательство: Apress
Год: 2021
Страниц: 388
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB
Use TensorFlow 2.x in the Google Colab ecosystem to create state-of-the-art deep learning models guided by hands-on examples. The Colab ecosystem provides a free cloud service with easy access to on-demand GPU (and TPU) hardware acceleration for fast execution of the models you learn to build. This book teaches you state-of-the-art deep learning models in an applied manner with the only requirement being an Internet connection. The Colab ecosystem provides everything else that you need, including Python, TensorFlow 2.x, GPU and TPU support, and Jupyter Notebooks. | |
Разместил: Ingvar16 23-08-2021, 14:05 | Комментарии: 0 | Подробнее
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 Название: Application Delivery and Load Balancing in Microsoft Azure: Practical Solutions with NGINX and Microsoft Azure, First Edition
Автор: Derek DeJonghe, Arlan Nugara
Издательство: O'Reilly Media
Год: 2021
Страниц: 111
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB, 10.1 MB
With more and more companies moving on-premises applications to the cloud, software and cloud solution architects alike are busy investigating ways to improve load balancing, performance, security, and high availability for workloads. This practical book describes Microsoft Azure's load balancing options and explains how NGINX can contribute to a comprehensive solution. | |
Разместил: Ingvar16 23-08-2021, 13:25 | Комментарии: 0 | Подробнее
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 Название: Python for Everyone
Автор: Cay Horstmann, Rance Necaise
Издательство: Wiley
Год: 2014
Страниц: 724
Язык: английский
Формат: pdf (true)
Размер: 39.6 MB
Python for Everyone, 1st Edition is a comprehensive introduction to Python and computer programming, which focuses on the principles of programming, software engineering, and effective learning. It is designed for a one-semester, mixed-major, first course in programming. No prior programming experience is required, and only a modest amount of high school algebra is needed. For pedagogical reasons, the book uses Python 3, which is more regular than Python 2. | |
Разместил: Ingvar16 23-08-2021, 12:51 | Комментарии: 0 | Подробнее
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