Название: Graph Representation Learning
Автор: William L. Hamilton
Издательство: Morgan & Claypool
Серия: Synthesis Lectures on Artificial Intelligence and Machine Learning
Год: 2020
Страниц: 161
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Graph-structured data is ubiquitous throughout the natural and social sciences, from telecommunication networks to quantum chemistry. Building relational inductive biases into Deep Learning (DL) architectures is crucial for creating systems that can learn, reason, and generalize from this kind of data. Recent years have seen a surge in research on graph representation learning, including techniques for deep graph embeddings, generalizations of convolutional neural networks to graph-structured data, and neural message-passing approaches inspired by belief propagation. These advances in graph representation learning have led to new state-of-the-art results in numerous domains, including chemical synthesis, 3D vision, recommender systems, question answering, and social network analysis. Machine Learning (ML) is inherently a problem-driven discipline. We seek to build models that can learn from data in order to solve particular tasks, and Machine Learning models are often categorized according to the type of task they seek to solve.

Название: The Agile Guide to Business Analysis and Planning: From Strategic Plan to Continuous Value Delivery
Автор: Howard Podeswa
Издательство: Pearson Education/ Addison-Wesley Professional
Год: 2021
Страниц: 800
Язык: английский
Формат: epub
Размер: 19.7 MB

The Agile Guide to Business Analysis and Planning presents clear, actionable guidance for every product owner, product and program manager, business analyst, requirements engineer, and project manager seeking to improve agile analysis and planning. Renowned author and consultant Howard Podeswa teaches best practices drawn from agile and agile-adjacent frameworks, including ATDD, BDD, DevOps, CI/CD, Kanban, Scrum, SAFe, XP, Lean Thinking, Lean Startup, Circumstance-Based Market Segmentation, and theories of disruptive innovation. He offers a comprehensive agile roadmap for analyzing customer needs and planning product development, including discussion of legacy business analysis tools that still offer immense value to agile teams.

Название: Oracle Database 21c
Автор: Oracle and/or its affiliates
Издательство: Oracle Corporation
Год: 2020-2021
Формат: True PDFs
Размер: 208.9 Mb
Язык: English

Oracle documentation.

Название: Serverless Handbook: for frontend engineers. Dive into modern backend. Understand any backend
Автор: Swizec Teller
Издательство: swizec.com
Год: 2021
Страниц: 301
Язык: английский
Формат: pdf, epub
Размер: 17.6 MB

Learn everything you need to dive into modern backend. Understand any backend. How do you dive into modern serverless backend? You pick a project and start Googling! You'll find hundreds of resources. By experts for experts. All assuming you're a seasoned backend engineer with decades of experience. They're full of weird terms, strange concepts, and new references. Soon you'll find yourself reading obscure comments on GitHub issues and StackOverflow trying to glue it all together. You're learning lots of little details, but how does it all fit together? The whole time I wished there was a clear book for backend beginners. Someone who's good with jаvascript, knows the basic concepts of backend, and wants to truly understand the mindset and tactics of modern backend development.

Название: Natural Language Processing with PyTorch: Build Intelligent Language Applications Using Deep Learning
Автор: Delip Rao, Brian McMahan
Издательство: O'Reilly Media
Год: 2019
Страниц: 256
Формат: PDF
Размер: 16 Mb
Язык: English

Natural Language Processing (NLP) offers unbounded opportunities for solving interesting problems in artificial intelligence, making it the latest frontier for developing intelligent, deep learning-based applications. If you’re a developer or researcher ready to dive deeper into this rapidly growing area of artificial intelligence, this practical book shows you how to use the PyTorch deep learning framework to implement recently discovered NLP techniques. To get started, all you need is a machine learning background and experience programming with Python.

Название: Справочник по расчетам на микрокалькуляторах
Автор: Дьяконов В. П.
Издательство: Наука
Год: 1986
Формат: djvu
Страниц: 226
Размер: 13.5 Мб
Язык: русский

Описаны современные отечественные и зарубежные микрокалькуляторы для инженерных и научных расчетов. Дано математическое и программное обеспечение их. В справочник включено около 300 программ, главным образом для отечественных программируемых микрокалькуляторов. Основное внимание уделено конкретной реализации основных численных методов и вычислениям специальных функций.

Название: Flash. Сборник рецептов
Автор: Дж. Лотт
Издательство: Питер
Год выпуска: 2007
ISBN: 978-5-91180-199-1
Страниц: 542
Формат: pdf
Размер: 33,5 Mб
Язык: Русский

Эта книга - подробное руководство по наиболее популярной программе для создания компьютерной анимации Flash.
Она предлагает набор хорошо структурированных готовых рецептов: от планирования и разработки нового флэш-проекта до наполнения его флэш-контентом и создания интерактивных элементов интерфейса с использованием флэш-технологии.

Название: Interpretable Artificial Intelligence: A Perspective of Granular Computing
Автор: Witold Pedrycz, Shyi-Ming Chen
Издательство: Springer
Год: 2021
Страниц: 430
Язык: английский
Формат: pdf (true)
Размер: 15.1 MB

In the recent years, Artificial Intelligence (AI) has emerged as an important, timely, and far reaching research discipline with a plethora of advanced methodologies and innovative applications. With the rapid progress of AI concepts and methods, there is also a recent trend to augment the paradigm by bringing aspects of interpretability and explainability. With the ever growing complexity of AI constructs, their relationships with data analytics (and inherent danger of cyberattacks and adversarial data) and the omnipresence of demanding applications in various critical domains, there is a growing need to associate the results with sound explanations and augment them with a “what-if” analysis and advanced visualization. All of these factors have given rise to the most recent direction of Explainable AI (XAI).

Название: Analog Circuit Simulators for Integrated Circuit Designers: Numerical Recipes in Python
Автор: Mikael Sahrling
Издательство: Springer
Год: 2021
Формат: true pdf/epub
Страниц: 414
Размер: 14 Mb
Язык: English

Learn how analog circuit simulators work with these easy to use numerical recipes implemented in the popular Python programming environment. This book covers the fundamental aspects of common simulation analysis techniques and algorithms used in professional simulators today in a pedagogical way through simple examples. The book covers not just linear analyses but also nonlinear ones like steady state simulations. It is rich with examples and exercises and many figures to help illustrate the points.

Название: The Little Book of Java Programming: Learn To Program with Object Orientation
Автор: Huw Collingbourne
Издательство: Bitwise Books/Dark Neon
Год: 2021
Страниц: 192
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

The fastest, easiest way to learn to program in Java. This book will teach you to program the Java language from the ground up. You will learn about Object Orientation, classes, methods, generic lists and dictionaries, file operations, serialization and exception-handling, creating commandline and 'visual' form-based applications. Whether you are a new programmer or an experienced programmer who wants to learn the Java language quickly and easily, this is the book for you! You can download the source code ready to run at the commandline or load into an IDE (the free NetBeans IDE is recommended).