Название: Introduction to Foundation Models
Автор: Pin-Yu Chen, Sijia Liu
Издательство: Springer
Год: 2025
Страниц: 307
Язык: английский
Формат: pdf (true), epub
Размер: 42.8 MB

This book offers an extensive exploration of foundation models, guiding readers through the essential concepts and advanced topics that define this rapidly evolving research area. Designed for those seeking to deepen their understanding and contribute to the development of safer and more trustworthy AI technologies, the book is divided into three parts providing the fundamentals, advanced topics in foundation modes, and safety and trust in Foundation Models. Part I introduces the core principles of foundation models and Generative AI, presents the technical background of neural networks, delves into the learning and generalization of transformers, and finishes with the intricacies of transformers and in-context learning. Part II introduces automated visual prompting techniques, prompting LLMs with privacy, memory-efficient fine-tuning methods, and shows how LLMs can be reprogrammed for time-series Machine Learning tasks. It explores how LLMs can be reused for speech tasks, how synthetic datasets can be used to benchmark foundation models, and elucidates machine unlearning for foundation models.

Название: Устройство и преодоление заграждений
Автор: Баранов А.Р.
Издательство: Академический Проект
Год: 2020
Cтраниц: 220
Формат: pdf (ocr)
Размер: 54 мб
Язык: русский

В учебно-практическом пособии рассмотрено одно из важнейших направлений в современной системе обеспечения военных действий — создание и использование инженерных заграждений.Подробно описаны их назначение, виды и требования к ним в зависимости от решаемых боевых задач.

Название: Основы нелинейной радиотехники
Автор: Асеев Б.П.
Издательство: Связьиздат
Год издания: 1943
Количество страниц: 190
Язык: русский
Формат: DjVu
Размер: 10,29 Мб

Настоящий труд представляет собой обработанные лекции по одному из разделов "Основ теории радиотехники", читанные автором в Московском институте инженеров связи.
Цель данной книги - привлечь внимание инженерно-технических работников к основным вопросам нелинейной радиотехники.

Название: The AI Engineer's Guide to Surviving the EU AI ACT: Navigating the EU Regulatory Requirements
Автор: Larysa Visengeriyeva
Издательство: O’Reilly Media, Inc.
Год: 2025
Страниц: 300
Язык: английский
Формат: epub
Размер: 10.1 MB

With the introduction of the EU AI Act, companies employing AI systems face a new set of comprehensive and stringent regulations. Dr. Larysa Visengeriyeva offers a much-needed guide for navigating these unfamiliar regulatory waters to help you meet compliance challenges with confidence. From explaining the legislative framework to sharing strategies for implementing robust MLOps and data governance practices, this wide-ranging book shows you the way to thrive, not just survive, under the EU AI Act. This book also addresses the particular challenges posed by general-purpose AI (GPAI) and generative AI (GenAI), late but significant additions to the Act. The concept of generative AI operations (GenAIOps) is introduced as an extension of traditional MLOps principles to handle the unique complexities of GPAI and generative AI applications. Applying AI engineering principles to implement transparency obligations for GPAI and integrating CRISP-ML(Q), SMACTR, and GenAIOps are crucial for navigating this evolving landscape. This book is intended for AI engineers, MLOps practitioners, data scientists, AI product managers, and anyone involved in the hands-on development and deployment of AI systems.

Название: Let's Go Further. Advanced patterns for building APIs and web applications in Go
Автор: Alex Edwards
Издательство: Independently published
Год: 2025-02-21 Version 1.24.0
Страниц: 573
Язык: английский
Формат: pdf
Размер: 10.1 MB

Let’s Go Further helps you extend and expand your knowledge of Go — taking you beyond the basics and guiding you through advanced patterns for developing, managing and deploying APIs and web applications. It builds on many of the concepts that were introduced in Let’s Go, and talks through the start-to-finish build of a RESTful JSON API — from initial project setup through to deployment in production. This gives us an opportunity to cover important topics in the context of a complete, working, application — including SQL migrations, CORS requests, permission-based authorization, managing background tasks, reporting metrics, automating build and deployment steps, and much more. If you enjoyed Let’s Go, this course should be a great fit for you and an ideal next step in mastering Go.

Название: Arduino VIII: Portenta Machine Control
Автор: Steven F. Barrett
Издательство: Springer
Год: 2026
Страниц: 344
Язык: английский
Формат: pdf (true)
Размер: 26.6 MB

This book is about the Arduino microcontroller and the Arduino concept. This book, “Arduino VIII: Portenta Machine Control,” is an accessible primer on industrial control and programmable logic controller concepts for those without a deep instrumentation background. The Portenta Machine Control (PMC) is designed as an industrial control for equipment and machines. It couples a powerful dual processor microcontroller with industrial grade inputs and outputs. It also is equipped with a rich complement of onboard systems. An understanding of basic circuit theory is an appropriate prerequisite for the book. The three main goals for the book are: explore accessible Arduino Portenta Machine Control industrial control products; learn the fundamentals of programming using ladder logic; and explore related sensors and interface concepts. We use multiple examples throughout the book and conclude with an instrumented greenhouse project.

Название: Самоучитель немецкого языка
Автор: Коляда Н.А.
Издательство: Феникс
Год: 2013 - 7-е изд.
Cтраниц: 384
Формат: pdf
Размер: 35 мб
Язык: русский

Предлагаемое пособие может использоваться всеми, желающими изучать немецкий язык самостоятельно. Цель самоучителя - научить вести беседу, задавать вопросы, понимать собеседника в пределах тем повседневного общения. Пособие состоит из вводного курса с указаниями по произношению, интонированию немецких предложений, основного и дополнительного курса, включающего разговорник, тексты для чтения, немецко-русский и русско-немецкий словари, а также приложения краткого грамматического справочника и ключей к упражнениям основного курса для самоконтроля.

Название: Fundamentals of Machine Learning: a Simplified Approach
Автор: Er. Sudhir Goswami, Nirvikar Katiyar, Pradeep Kumar, K.P. Sharma, Mamta Tiwari
Издательство: Blue Duck Publications
Год: 2024
Страниц: 312
Язык: английский
Формат: pdf, epub (true), mobi
Размер: 10.1 MB

This book aims to serve as a comprehensive introduction to the principles, algorithms, and applications of Machine Learning, with a particular emphasis on both foundational and cutting-edge techniques. It is designed for students, researchers, and practitioners who wish to deepen their understanding of Machine Learning concepts, explore their practical applications, and grasp the underlying mathematical frameworks. The content spans a broad range of topics, beginning with fundamental Machine Learning concepts, such as regression, decision trees, and artificial neural networks. It then delves into specialized domains like support vector machines, Reinforcement Learning, and convolutional neural networks. Along the way, readers will encounter detailed explanations of key algorithms, including ID3, Q-learning, and deep Q-learning, as well as practical insights into their implementation. Real-world case studies—such as diabetic retinopathy diagnosis using convolutional neural networks, building smart speakers, and self-driving cars—illustrate the transformative potential of these techniques.

Название: Swift подробно
Автор: Вейн Ч.
Издательство: ДМК Пресс
Год: 2020
Cтраниц: 412
Формат: pdf (ocr)
Размер: 12 мб
Язык: русский

Переходя от одной концепции к другой, эта книга знакомит вас с навыками, необходимыми для создания профессионального программного обеспечения для платформ Apple, таких как iOS и Mac, а также на сервере с Linux. Следуя многочисленным конкретным примерам, поучительным объяснениям и увлекательным упражнениям, в конечном итоге вы освоите такие мощные методы, как обобщения, эффективная обработка ошибок, протокольно-ориентированное программирование и современные шаблоны Swift.

Название: Refactoring to Rust (Final Release)
Автор: Lily Mara, Joel Holmes
Издательство: Manning Publications
Год: 2025
Страниц: 304
Язык: английский
Формат: pdf (true)
Размер: 25.7 MB

Get the speed and reliability of Rust libraries, functions, and high-performance features through incremental adoption without rewriting your codebase from scratch. Refactoring to Rust teaches you how to take advantage of Rust’s easy-to-use interoperating mechanisms. Learn practical code-mixing techniques like embedding Rust libraries into apps written in other languages. This practical guide emphasises techniques for incrementally refactoring performance-critical code to Rust while keeping the rest of your application in its original language. Refactoring to Rust teaches you to combine your favorite programming language with high-performance Rust code. Author Lily Mara introduces Rust in her easy-to-read style, clearly explaining the language's unique syntax and concepts. For intermediate programmers. No Rust experience required. This book is focused on developers who specialize in other languages, such as C, C++, Python, and jаvascript, but want to learn Rust.