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Mlops lifecycle toolkit, Sorvisto, Dayne


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Цена: 6097.00р.
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При оформлении заказа до: 2026-06-01
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Автор: Sorvisto, Dayne
Название:  Mlops lifecycle toolkit
ISBN: 9781484296417
Издательство: Springer
Классификация:


ISBN-10: 1484296419
Обложка/Формат: Paperback
Страницы: 190
Вес: 0.46 кг.
Дата издания: 15.08.2023
Издание: 1st ed.
Иллюстрации: 64 illustrations, black and white; xxii, 269 p. 64 illus.
Размер: 155 x 235 x 20
Подзаголовок: A software engineering roadmap for designing, deploying, and scaling stochastic systems
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This book is aimed at practitioners of data science, with consideration for bespoke problems, standards, and tech stacks between industries. It will guide you through the fundamentals of technical decision making, including planning, building, optimizing, packaging, and deploying end-to-end, reliable, and robust stochastic workflows using the language of data science. MLOps Lifecycle Toolkit walks you through the principles of software engineering, assuming no prior experience. It addresses the perennial “why” of MLOps early, along with insight into the unique challenges of engineering stochastic systems. Next, you’ll discover resources to learn software craftsmanship, data-driven testing frameworks, and computer science. Additionally, you will see how to transition from Jupyter notebooks to code editors, and leverage infrastructure and cloud services to take control of the entire machine learning lifecycle. You’ll gain insight into the technical and architectural decisions you’re likely to encounter, as well as best practices for deploying accurate, extensible, scalable, and reliable models. Through hands-on labs, you will build your own MLOps “toolkit” that you can use to accelerate your own projects. In later chapters, author Dayne Sorvisto takes a thoughtful, bottom-up approach to machine learning engineering by considering the hard problems unique to industries such as high finance, energy, healthcare, and tech as case studies, along with the ethical and technical constraints that shape decision making. After reading this book, whether you are a data scientist, product manager, or industry decision maker, you will be equipped to deploy models to production, understand the nuances of MLOps in the domain language of your industry, and have the resources for continuous delivery and learning. What You Will Learn * Understand the principles of software engineering and MLOps * Design an end-to-end machine learning system * Balance technical decisions and architectural trade-offs * Gain insight into the fundamental problems unique to each industry and how to solve them Who This Book Is For Data scientists, machine learning engineers, and software professionals.
Дополнительное описание: Chapter 1: Introduction to Machine Learning Engineering.- Chapter 2: Developing Stochastic Systems.- Chapter 3: Tools for Data Science Developers.- Chapter 4: Infrastructure for MLOps.- Chapter 5, Building Training Pipelines.- Chapter 6: Building Inferenc



Product Lifecycle Management. PLM in Transition Times: The Place of Humans and Transformative Technologies

Автор: No?l
Название: Product Lifecycle Management. PLM in Transition Times: The Place of Humans and Transformative Technologies
ISBN: 3031251814 ISBN-13(EAN): 9783031251818
Издательство: Springer
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Цена: 18294.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book constitutes the refereed proceedings of the 19th IFIP WG 5.1 International Conference, PLM 2022, Grenoble, France, July 10–13, 2022, Revised Selected Papers. The 67 full papers included in this book were carefully reviewed and selected from 94 submissions. They were organized in topical sections as follows: Organisation: Knowledge Management, Business Models, Sustainability, End-to-End PLM, Modelling tools: Model-Based Systems Engineering, Geometric modelling, Maturity models, Digital Chain Process, Transversal Tools: Artificial Intelligence, Advanced Visualization and Interaction, Machine learning, Product development: Design Methods, Building Design, Smart Products, New Product Development, Manufacturing: Sustainable Manufacturing, Lean Manufacturing, Models for Manufacturing.

Product Lifecycle Management. PLM in Transition Times: The Place of Humans and Transformative Technologies

Автор: No?l
Название: Product Lifecycle Management. PLM in Transition Times: The Place of Humans and Transformative Technologies
ISBN: 3031251849 ISBN-13(EAN): 9783031251849
Издательство: Springer
Рейтинг:
Цена: 18294.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book constitutes the refereed proceedings of the 19th IFIP WG 5.1 International Conference, PLM 2022, Grenoble, France, July 10–13, 2022, Revised Selected Papers. The 67 full papers included in this book were carefully reviewed and selected from 94 submissions. They were organized in topical sections as follows: Organisation: Knowledge Management, Business Models, Sustainability, End-to-End PLM, Modelling tools: Model-Based Systems Engineering, Geometric modelling, Maturity models, Digital Chain Process, Transversal Tools: Artificial Intelligence, Advanced Visualization and Interaction, Machine learning, Product development: Design Methods, Building Design, Smart Products, New Product Development, Manufacturing: Sustainable Manufacturing, Lean Manufacturing, Models for Manufacturing.

Product Lifecycle Management for Society

Автор: Alain Bernard; Louis Rivest; Debasish Dutta
Название: Product Lifecycle Management for Society
ISBN: 3662514540 ISBN-13(EAN): 9783662514542
Издательство: Springer
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Цена: 18051.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book constitutes the refereed proceedings of the 10th IFIP WG 5.1 International Conference on Product Lifecycle Management, PLM 2013, held in Nantes, France, in July 2013. They are organized in the following topical sections: PLM for sustainability, traceability and performance; PLM and collaborative product development;

Product Lifecycle Management to Support Industry 4.0: 15th Ifip Wg 5.1 International Conference, Plm 2018, Turin, Italy, July 2-4, 2018, Proceedings

Автор: Chiabert Paolo, Bouras Abdelaziz, Noel Frederic
Название: Product Lifecycle Management to Support Industry 4.0: 15th Ifip Wg 5.1 International Conference, Plm 2018, Turin, Italy, July 2-4, 2018, Proceedings
ISBN: 3030016137 ISBN-13(EAN): 9783030016135
Издательство: Springer
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Цена: 12196.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book constitutes the refereed post-conference proceedings of the 15th IFIP WG 5.1 International Conference on Product Lifecycle Management, PLM 2018, held in Turin, Spain, in July 2018.The 72 revised full papers presented were carefully reviewed and selected from 82 submissions. The papers are organized in the following topical sections: building information modeling; collaborative environments and new product development; PLM for digital factories and cyber physical systems; ontologies and data models; education in the field of industry 4.0; product-service systems and smart products; lean organization for industry 4.0; knowledge management and information sharing; PLM infrastructure and implementation; PLM maturity, implementation and adoption; 3D printing and additive manufacturing; and modular design and products and configuration and change management.

Human-Centered Software Engineering - Integrating Usability in the Software Development Lifecycle

Автор: Ahmed Seffah; Jan Gulliksen; Michel C. Desmarais
Название: Human-Centered Software Engineering - Integrating Usability in the Software Development Lifecycle
ISBN: 9048170168 ISBN-13(EAN): 9789048170166
Издательство: Springer
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Цена: 17074.00 р.
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Описание: But while the ?eld of HCI brings individuals with many background disciplines together to discuss a common goal - the development of useful, usable, satisfying systems - the form of the collaboration remains unclear.

Jenkins Administrator`s Guide: Install, manage, and scale a CI/CD build and release system to accelerate your product life cycle

Автор: Park Calvin Sangbin, Adithya Lalit, Gleske Samuel
Название: Jenkins Administrator`s Guide: Install, manage, and scale a CI/CD build and release system to accelerate your product life cycle
ISBN: 1838824324 ISBN-13(EAN): 9781838824327
Издательство: Неизвестно
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Цена: 9378.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Start working with Jenkins and learn about CI/CD pipelines, AWS configuration, Jenkins Configuration as Code, and many more advanced administration and scaling techniques with helpful instructions and screenshots.

Cognitive Digital Twins for Smart Lifecycle Management of Built Environment and Infrastructure

Автор: Yitmen, Ibrahim
Название: Cognitive Digital Twins for Smart Lifecycle Management of Built Environment and Infrastructure
ISBN: 103213626X ISBN-13(EAN): 9781032136264
Издательство: Taylor&Francis
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Цена: 24499.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Product Lifecycle Management and the Industry of the Future

Автор: Jos? R?os; Alain Bernard; Abdelaziz Bouras; Sebti
Название: Product Lifecycle Management and the Industry of the Future
ISBN: 3319892215 ISBN-13(EAN): 9783319892214
Издательство: Springer
Рейтинг:
Цена: 18051.00 р.
Наличие на складе: Нет в наличии.

Описание: This book constitutes the refereed post-conference proceedings of the 14th IFIP WG 5.1 International Conference on Product Lifecycle Management, PLM 2017, held in Seville, Spain, in July 2017. The 64 revised full papers presented were carefully reviewed and selected from 78 submissions.

Product Lifecycle Management. Green and Blue Technologies to Support Smart and Sustainable Organizations

Автор: Canciglieri Junior
Название: Product Lifecycle Management. Green and Blue Technologies to Support Smart and Sustainable Organizations
ISBN: 3030943372 ISBN-13(EAN): 9783030943370
Издательство: Springer
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Цена: 20733.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: The two-volume set IFIP AICT 639 and 640 constitutes the refereed post-conference proceedings of the 18th IFIP WG 5.1 International Conference on Product Lifecycle Management, PLM 2021, held in Curitiba, Brazil, during July 11-14, 2021. The conference was held virtually due to the COVID-19 crisis. The 107 revised full papers presented in these proceedings were carefully reviewed and selected from 133 submissions. The papers are organized in the following topical sections: Volume I: Sustainability, sustainable development and circular economy; sustainability and information technologies and services; green and blue technologies; AI and blockchain integration with enterprise applications; PLM maturity, PLM implementation and adoption within industry 4.0; and industry 4.0 and emerging technologies: Volume II: Design, education and management; lean, design and innovation technologies; information technology models and design; and models, manufacturing and information technologies and services.

Pro Visual Studio Team System Application Lifecycle Management

Автор: Joachim Rossberg
Название: Pro Visual Studio Team System Application Lifecycle Management
ISBN: 1484220420 ISBN-13(EAN): 9781484220429
Издательство: Springer
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Цена: 6738.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: You can have the best coders in the world working in your teams, but if your project management isn`t up to scratch, your project is almost certain to be delayed, to come in over budget, and in some cases to fail entirely.

Product Lifecycle Management. Green and Blue Technologies to Support Smart and Sustainable Organizations: 18th IFIP WG 5.1 International Conference, P

Автор: Canciglieri Junior Osiris, Noлl Frйdйric, Rivest Louis
Название: Product Lifecycle Management. Green and Blue Technologies to Support Smart and Sustainable Organizations: 18th IFIP WG 5.1 International Conference, P
ISBN: 3030943348 ISBN-13(EAN): 9783030943349
Издательство: Springer
Рейтинг:
Цена: 20733.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: The two-volume set IFIP AICT 639 and 640 constitutes the refereed post-conference proceedings of the 18th IFIP WG 5.1 International Conference on Product Lifecycle Management, PLM 2021, held in Curitiba, Brazil, during July 11-14, 2021. The conference was held virtually due to the COVID-19 crisis. The 107 revised full papers presented in these proceedings were carefully reviewed and selected from 133 submissions. The papers are organized in the following topical sections: Volume I: Sustainability, sustainable development and circular economy; sustainability and information technologies and services; green and blue technologies; AI and blockchain integration with enterprise applications; PLM maturity, PLM implementation and adoption within industry 4.0; and industry 4.0 and emerging technologies: Volume II: Design, education and management; lean, design and innovation technologies; information technology models and design; and models, manufacturing and information technologies and services.

Product Lifecycle Management Enabling Smart X: 17th Ifip Wg 5.1 International Conference, Plm 2020, Rapperswil, Switzerland, July 5-8, 2020, Revised S

Автор: Nyffenegger Felix, Rнos Josй, Rivest Louis
Название: Product Lifecycle Management Enabling Smart X: 17th Ifip Wg 5.1 International Conference, Plm 2020, Rapperswil, Switzerland, July 5-8, 2020, Revised S
ISBN: 303062806X ISBN-13(EAN): 9783030628062
Издательство: Springer
Цена: 18294.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book constitutes the refereed post-conference proceedings of the 17th IFIP WG 5.1 International Conference on Product Lifecycle Management, PLM 2020, held in Rapperswil, Switzerland, in July 2020.


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