Название: Balancing Agile and Disciplined Engineering and Management Approaches for IT Services and Software Products Автор: Manuel Mora, Jorge Marx Gomez Издательство: IGI Global Год: 2021 Страниц: 354 Язык: английский Формат: epub Размер: 15.3 MB
The highly dynamic world of information technology service management stresses the benefits of the quick and correct implementation of IT services. A disciplined approach relies on a separate set of assumptions and principles as an agile approach, both of which have complicated implementation processes as well as copious benefits. Combining these two approaches to enhance the effectiveness of each, while difficult, can yield exceptional dividends. Balancing Agile and Disciplined Engineering and Management Approaches for IT Services and Software Products is an essential publication that focuses on clarifying theoretical foundations of balanced design methods with conceptual frameworks and empirical cases. Highlighting a broad range of topics including business trends, IT service, and software development, this book is ideally designed for software engineers, software developers, programmers, information technology professionals, researchers, academicians, and students.
Название: Statistical Regression Modeling with R: Longitudinal and Multi-level Modeling Автор: Ding-Geng Chen, Jenny K. Chen Издательство: Springer Год: 2021 Формат: true pdf/epub Страниц: 239 Размер: 29.8 Mb Язык: English
This book provides a concise point of reference for the most commonly used regression methods. It begins with linear and nonlinear regression for normally distributed data, logistic regression for binomially distributed data, and Poisson regression and negative-binomial regression for count data. It then progresses to these regression models that work with longitudinal and multi-level data structures.
Название: Deep Learning with Python: Learn Best Practices of Deep Learning Models with PyTorch, Second Edition Автор: Nikhil Ketkar, Jojo Moolayil Издательство: Apress Год: 2021 Формат: true pdf/epub Страниц: 316 Размер: 12 Mb Язык: English
Master the practical aspects of implementing deep learning solutions with PyTorch, using a hands-on approach to understanding both theory and practice. This updated edition will prepare you for applying deep learning to real world problems with a sound theoretical foundation and practical know-how with PyTorch, a platform developed by Facebook’s Artificial Intelligence Research Group. You'll start with a perspective on how and why deep learning with PyTorch has emerged as an path-breaking framework with a set of tools and techniques to solve real-world problems. Next, the book will ground you with the mathematical fundamentals of linear algebra, vector calculus, probability and optimization. Having established this foundation, you'll move on to key components and functionality of PyTorch including layers, loss functions and optimization algorithms.
Название: Practical Machine Learning for Streaming Data with Python: Design, Develop, and Validate Online Learning Models Автор: by Sayan Putatunda Издательство: Apress Год: 2021 Формат: PDF, EPUB Страниц: 127 Размер: 10 Mb Язык: English
Design, develop, and validate machine learning models with streaming data using the Scikit-Multiflow framework. This book is a quick start guide for data scientists and machine learning engineers looking to implement machine learning models for streaming data with Python to generate real-time insights.
You'll start with an introduction to streaming data, the various challenges associated with it, some of its real-world business applications, and various windowing techniques. You'll then examine incremental and online learning algorithms, and the concept of model evaluation with streaming data and get introduced to the Scikit-Multiflow framework in Python. This is followed by a review of the various change detection/concept drift detection algorithms and the implementation of various datasets using Scikit-Multiflow.
Название: Digital Fluency: Understanding the Basics of Artificial Intelligence, Blockchain Technology, Quantum Computing Автор: Volker Lang Издательство: Apress Год: 2021 Формат: PDF, EPUB Страниц: 322 Размер: 11,6 Mb Язык: English
If you are curious about the basics of artificial intelligence, blockchain technology, and quantum computing as key enablers for digital transformation and innovation, Digital Fluency is your handy guide. The real-world applications of these cutting-edge technologies are expanding rapidly, and your daily life will continue to be affected by each of them. There is no better time than now to get started and become digitally fluent.
You need not have previous knowledge of these versatile technologies, as author Volker Lang will expertly guide you through this digital age. He illustrates key concepts and applications in numerous practical examples and more than 48 catchy figures throughout Digital Fluency. The end of each chapter presents you with a helpful implementation checklist of central lessons before proceeding to the next. This book gets to the heart of digital buzzwords and concepts, and tells you what they truly mean.
Название: Байесовский анализ на Python Автор: Освальдо Мартин Издательство: ДМК Пресс Год: 2020 Формат: pdf Размер: 15 Мб Качество: Хорошее Язык: Русский
Эта книга, посвященная методике вероятностного программирования, научит вас создавать гибкие байесовские статистические модели в программном коде. Сочетание гибкого определения модели и механизма автоматического логического вывода предоставляет исследователю мощный инструмент для быстрого создания, анализа и постепенного усовершенствования новых статистических моделей. Вероятностное программирование делает статистическое моделирование доступным практически для всех, значительно снижая требования к уровню математической подготовки, позволяя создавать новые модели более простым методом и тратить на это меньше времени. Издание будет полезно всем специалистам по анализу данных, решающим нетривиальные задачи, связанные с вероятностными распределениями.
Название: Pro ASP.NET Core Identity: Under the Hood with Authentication and Authorization in ASP.NET Core 5 and 6 Applications Автор: Adam Freeman Издательство: Apress Год: 2021 Формат: PDF Страниц: 756 Размер: 21 Mb Язык: English
Get the most from ASP.NET Core Identity. Best-selling author Adam Freeman teaches developers common authentication and user management scenarios and explains how they are implemented in applications. He covers each topic clearly and concisely, and the book is packed with the essential details you need to be effective.
The book takes a deep dive into the Identity framework and explains how the most important and useful features work in detail, creating custom implementations of key components to reveal the inner workings of ASP.NET Core Identity. ASP.NET Core Identity provides authentication and user management for ASP.NET Core applications. Identity is a complex framework in its own right, with support for a wide range of features, including authenticating users with services provided by Google, Facebook, and Twitter.
Название: Introducing Blockchain with Lisp: Implement and Extend Blockchains with the Racket Language Автор: Boro Sitnikovski Издательство: Apress Год: 2021 Страниц: 151 Язык: английский Формат: pdf (true), epub Размер: 10.2 MB
Implement blockchain from scratch covering all the details with Racket, a general-purpose Lisp. You'll start by exploring what a blockchain is, so you have a solid foundation for the rest of the book. You'll then be ready to learn Racket before starting on your blockchain implementation. Once you have a working blockchain, you'll move onto extending it. The book's appendices provide supporting resources to help you in your blockchain projects.
Название: Advancements in Computer Vision Applications in Intelligent Systems and Multimedia Technologies (Advances in Computational Intelligence and Robotics) Автор: Muhammad Sarfraz Издательство: IGI Global Год: 2020 Формат: epub Страниц: 324 Размер: 29.6 Mb Язык: English
Two significant areas of study that are continually impacting various dimensions in computer science are computer vision and imaging. These technologies are rapidly enhancing how information and data is being exchanged and opening numerous avenues of advancement within areas such as multimedia and intelligent systems. The high level of applicability in computer vision and image processing requires significant research on the specific utilizations of these technologies.
Название: Поиск оптимума Автор: Жилинскас А.Г., Шалтянис В.Р. Издательство: Наука Год: 1989 Формат: pdf Страниц: 129 Размер: 11,17 Мб Язык: русский
Книга в доступной форме знакомит с постановкой задач оптимизации, с наиболее распространенными и хорошо зарекомендовавшими себя на практике методами их решения и соответствующим программным обеспечением ЭВМ.
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Название: Balancing Agile and Disciplined Engineering and Management Approaches for IT Services and Software Products
Название: Introducing Blockchain with Lisp: Implement and Extend Blockchains with the Racket Language
