Название: Multi-faceted Deep Learning: Models and Data
Автор: Jenny Benois-Pineau, Akka Zemmari
Издательство: Springer
Год: 2021
Формат: PDF
Страниц: 321
Размер: 10 Mb
Язык: English

This book covers a large set of methods in the field of Artificial Intelligence - Deep Learning applied to real-world problems. The fundamentals of the Deep Learning approach and different types of Deep Neural Networks (DNNs) are first summarized in this book, which offers a comprehensive preamble for further problem–oriented chapters.

Название: Sublinear Computation Paradigm: Algorithmic Revolution in the Big Data Era
Автор: Naoki Katoh, Yuya Higashikawa
Издательство: Springer
Год: 2022
Страниц: 403
Язык: английский
Формат: pdf (true), epub
Размер: 73.1 MB

This book gives an overview of cutting-edge work on a new paradigm called the “sublinear computation paradigm,” which was proposed in the large multiyear academic research project “Foundations of Innovative Algorithms for Big Data.” To handle the unprecedented explosion of Big Data sets in research, industry, and other areas of society, there is an urgent need to develop novel methods and approaches for Big Data analysis. To meet this need, innovative changes in algorithm theory for Big Data are being pursued. For example, polynomial-time algorithms have thus far been regarded as “fast,” but if a quadratic-time algorithm is applied to a petabyte-scale or larger Big Data set, problems are encountered in terms of computational resources or running time. To deal with this critical computational and algorithmic bottleneck, linear, sublinear, and constant time algorithms are required.

Название: Practical Optimization: Algorithms and Engineering Applications, Second Edition
Автор: Andreas Antoniou, Wu-Sheng Lu
Издательство: Springer
Год: 2021
Формат: PDF
Страниц: 737
Размер: 11,5 Mb
Язык: English

In recent decades, advancements in the efficiency of digital computers and the evolution of reliable software for numerical computation have led to a rapid growth in the theory, methods, and algorithms of numerical optimization. This body of knowledge has motivated widespread applications of optimization methods in many disciplines (e.g., engineering, business, and science) and has subsequently led to problem solutions that were considered intractable not long ago.

Название: Step-by-Step Angular Routing: Learn To Create client-side and Single Page Apps with Routing and Navigation
Автор: Nishu Goel
Издательство: BPB Publications
Год: 2019
Страниц: 222
Язык: английский
Формат: pdf, epub
Размер: 10.2 MB

Want to know more about routing concepts in Angular? A basic understanding of HTML, CSS, jаvascript would be good to quickly get through the concepts of Angular. If you are already working in Angular, you are all good to go. The book starts with the introduction of basic concepts and structure of Angular applications like Components, Services, Modules, etc. This further focuses on the concepts of Routing, i.e. navigating from one view to another in your single-page applications. For all the web developers & students who love building web-apps, this book on Angular Routing will add great value to your skill set helping you to develop your applications with faster performance and refined view.

Название: Agile in Practice: Practical Use-cases on Project Management Methods including Agile, Kanban and Scrum
Автор: Sudipta Malakar
Издательство: BPB Publications
Год: 2021
Страниц: 639
Язык: английский
Формат: pdf, epub
Размер: 12.6 MB

Practical guidance to Implement AGILE, KANBAN, XP and SCRUM with 600+ Expert Solutions included. This book is a pragmatic guidance teaching modern IT professionals how to improvise and scale up IT delivery capabilities using leading project management methodologies including Agile and Kanban. It is equipped with use-cases and hundreds of solutions and the readers will learn to examine the strength of their project management function and how to improvise it.

Название: STL Стандартная библиотека шаблонов C++
Автор: Степанов А., Плаугер П. Дж., Массер Д., Менг Ли
Издательство: БХВ-Петербург
ISBN: 978-5-94157-437-1
Год: 2004
Формат: PDF
Страниц: 657
Размер: 10.5 MB
Язык: Русский

Рассмотрен набор классов-контейнеров и фундаментальных алгоритмов библиотеки STL. Приведено детальное описание компонентов, методики их использования, дан исчерпывающий обзор важнейших стандартов ANSI/ISO C++. Представлены практические методы использования компонентов, сопровождающиеся подробным текстовым кодом и наглядными примерами. Показаны способы взаимодействия библиотеки STL со стандартной библиотекой C++.

Название: Models and Algorithms for Unlabelled Data (MEAP)
Автор: Vaibhav Verdhan
Издательство: Manning Publications
Год: 2021 V3
Формат: PDF
Страниц: 147
Размер: 10 Mb
Язык: English

Discover all-practical implementations of the key algorithms and models for handling unlabelled data. Full of case studies demonstrating how to apply each technique to real-world problems.
Models and Algorithms for Unlabelled Data introduces mathematical techniques, key algorithms, and Python implementations that will help you build machine learning models for unannotated data.

Название: Machine Learning Bookcamp: Build a portfolio of real-life projects
Автор: Alexey Grigorev
Издательство: Manning Publications
Год: 2021
Формат: True PDF
Страниц: 473
Размер: 40 Mb
Язык: English

Time to flex your machine learning muscles! Take on the carefully designed challenges of the Machine Learning Bookcamp and master essential ML techniques through practical application.
The only way to learn is to practice! In Machine Learning Bookcamp, you’ll create and deploy Python-based machine learning models for a variety of increasingly challenging projects. Taking you from the basics of machine learning to complex applications such as image analysis, each new project builds on what you’ve learned in previous chapters. You’ll build a portfolio of business-relevant machine learning projects that hiring managers will be excited to see.

Название: Microservices in .NET, 2nd Edition
Автор: Christian Horsdal Gammelgaard
Издательство: Manning Publications
Год: 2021
Формат: True PDF
Страниц: 330
Размер: 17 Mb
Язык: English

Microservices in .NET, Second Edition is a comprehensive guide to building microservice applications using the .NET stack. After a crystal-clear introduction to the microservices architectural style, it teaches you practical microservices development skills using ASP.NET. This second edition of the bestselling original has been revised with up-to-date tools for the .NET ecosystem, and more new coverage of scoping microservices and deploying to Kubernetes.

Название: Continuous API Management: Making the Right Decisions in an Evolving Landscape, 2nd Edition
Автор: Mehdi Medjaoui, Erik Wilde, Ronnie Mitra
Издательство: O’Reilly Media, Inc.
Год: 2022
Формат: ePUB
Страниц: 300
Размер: 10 Mb
Язык: English

A lot of work is required to release an API, but the effort doesn't always pay off. Overplanning before an API matures is a wasted investment, while underplanning can lead to disaster. This practical guide provides maturity models for individual APIs and multi-API landscapes to help you invest the right human and company resources for the right maturity level at the right time. How do you balance the desire for agility and speed with the need for robust and scalable operations?