Название: Nature-Inspired Algorithms for Big Data Frameworks
Автор: Hema Banati, Shikha Mehta
Издательство: IGI Global
Серия: Advances in Computational Intelligence and Robotics
Год: 2018
Страниц: 436
Язык: английский
Формат: pdf (true)
Размер: 18.6 MB

Traditional approaches like artificial neural networks, in spite of their intelligent support such as learning from large amount of data, are not useful for big data analytics for many reasons. The book discusses the difficulties while analyzing big data and introduces deep learning as a solution. The chapter 1 discusses various deep learning techniques and models for big data analytics. The chapter presents necessary fundamentals of an artificial neural network, deep learning, and big data analytics. Different deep models such as autoencoders, deep belief nets, convolutional neural networks, recurrent neural networks, reinforcement learning neural networks, multi model approach, parallelization, and cognitive computing are discussed here, with the latest research and applications.

Название: Mastering Professional Scrum: Coaches' Notes for Busting Myths, Solving Challenges, and Growing Agility (Rough Cuts)
Автор: Stephanie Ockerman, Simon Reindl
Издательство: Addison-Wesley Professional
Год: 2019
Страниц: 224
Язык: английский
Формат: epub, pdf (conv)
Размер: 10.1 MB

For Scrum Teams and Agile Leaders who want to enable greater business agility, this book is a practical guide to overcoming challenges and maximizing the benefits of Scrum, unlike books that are focused on basic understanding of the framework, or are too heavy on theory. Mastering Professional Scrum is based on years of training, coaching, and working with Scrum to deliver products across many industry sectors, from startups to multinationals all around the world.

Название: Artificial Neural Networks for Engineering Applications
Автор: Alma Y. Alanis, Nancy Arana-Daniel, Carlos Lopez-Franco
Издательство: Academic Press
Год: 2019
Страниц: 178
Язык: английский
Формат: pdf (true)
Размер: 10.8 MB

Artificial Neural Networks for Engineering Applications presents current trends for the solution of complex engineering problems that cannot be solved through conventional methods. The proposed methodologies can be applied to modeling, pattern recognition, classification, forecasting, estimation, and more. Readers will find different methodologies to solve various problems, including complex nonlinear systems, cellular computational networks, waste water treatment, attack detection on cyber-physical systems, control of UAVs, biomechanical and biomedical systems, time series forecasting, biofuels, and more. Besides the real-time implementations, the book contains all the theory required to use the proposed methodologies for different applications.

Название: Progressions and Innovations in Model-Driven Software Engineering
Автор: Vicente Garc?a D?az, Juan Manuel Cueva Lovelle
Издательство: IGI Global
Год: 2013
Формат: PDF
Размер: 30 Мб
Язык: английский / English

Users increasingly demand more from their software than ever beforemore features, fewer errors, faster runtimes. To deliver the best quality products possible, software engineers are constantly in the process of employing novel tools in developing the latest software applications. Progressions and Innovations in Model-Driven Software Engineering investigates the most recent and relevant research on model-driven engineering. Within its pages, researchers and professionals in the field of software development, as well as academics and students of computer science, will find an up-to-date discussion of scientific literature on the topic, identifying opportunities and advantages, and complexities and challenges, inherent in the future of software engineering.

Название: Terraform: Up & Running: Writing Infrastructure as Code Second Edition (Early Release)
Автор: Yevgeniy Brikman
Издательство: O'Reilly Media
Год: 2019
Формат: epub/pdf(conv.)
Размер: 10.6 Mb
Язык: English

Terraform has become a key player in the DevOps world for defining, launching, and managing infrastructure as code (IAC) across a variety of cloud and virtualization platforms, including Azure, Google Cloud, DigitalOcean, and others. The updated second edition of this hands-on guide is fastest way to get up and running with Terraform.
Gruntwork co-founder Yevgeniy (Jim) Brikman walks you through dozens of code examples that demonstrate how to use Terraform’s simple, declarative programming language to deploy and manage infrastructure with just a few CLI commands.

Название: javascript Allonge, the Six Edition
Автор: Reginald Braithwaite
Издательство: Leanpub
Год: 2019
Страниц: 511
Язык: английский
Формат: pdf (true)
Размер: 21.4 MB

A long pull of functions, combinators, & decorators, written in modern javascript.
javascript Allonge is a first and foremost, a book about programming with functions. It’s written in javascript, because javascript hits the perfect sweet spot of being both widely used, and of having proper first-class functions with lexical scope. If those terms seem unfamiliar, don’t worry: javascript Allonge takes great delight in explaining what they mean and why they matter. javascript Allonge begins at the beginning, with values and expressions, and builds from there to discuss types, identity, functions, closures, scopes, collections, iterators, and many more subjects up to working with classes and instances.

Название: Microservices for Java Developers
Автор: Benevides R., Posta Chr.
Издательство: O'Reilly Media, Inc.
Год: 2019
Формат: pdf
Страниц: 200
Для сайта: litmy.ru
Размер: 26 mb
Язык: английский

2nd Edition. Is microservice architecture right for your organization? Microservices have many benefits, but they also come with their own set of drawbacks. With this updated edition, Java developers and architects will learn how to navigate popular application frameworks such Spring Boot and MicroProfile to deploy and manage microservices at scale with Linux containers. This hands-on, example-driven guide provides step-by-step instructions to help you get started.

Название: The Practice of Crowdsourcing
Автор: Omar Alonso, Gary Marchionini
Издательство: Morgan & Claypool Publishers
Год: 2019
Страниц: 151
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Many data-intensive applications that use machine learning or artificial intelligence techniques depend on humans providing the initial dataset, enabling algorithms to process the rest or for other humans to evaluate the performance of such algorithms. Not only can labeled data for training and evaluation be collected faster, cheaper, and easier than ever before, but we now see the emergence of hybrid human-machine software that combines computations performed by humans and machines in conjunction. There are, however, real-world practical issues with the adoption of human computation and crowdsourcing. Building systems and data processing pipelines that require crowd computing remains difficult. In this book, we present practical considerations for designing and implementing tasks that require the use of humans and machines in combination with the goal of producing high-quality labels.

Название: Numerical Python: Scientific Computing and Data Science Applications with Numpy, SciPy and Matplotlib, 2nd Edition
Автор: Robert Johansson
Издательство: Apress
ISBN: 1484242459
Год: 2019
Страниц: 700
Язык: английский
Формат: pdf (true), epub
Размер: 62.4 MB

Leverage the numerical and mathematical modules in Python and its standard library as well as popular open source numerical Python packages like NumPy, SciPy, FiPy, matplotlib and more. This fully revised edition, updated with the latest details of each package and changes to Jupyter projects, demonstrates how to numerically compute solutions and mathematically model applications in big data, cloud computing, financial engineering, business management and more. Numerical Python, Second Edition, presents many brand-new case study examples of applications in data science and statistics using Python, along with extensions to many previous examples.

Название: Современный учебник javascript в 3 книгах
Автор: Илья Кaнтop
Издательство: Самиздат
Год: 2017
Страниц: 415+353+263
Язык: русский
Формат: epub
Размер: 11.3 MB

Перед вами учебник по javascript, начиная с основ, включающий в себя много тонкостей и фишек javascript/DOM.
Этот учебник позволит вам изучить javascript с нуля или упорядочить и дополнить существующие знания.
Мы будем использовать браузер в качестве окружения, но основное внимание будет уделяться именно самому языку javascript.
Планировалось, что javascript будет эдаким «младшим братом» Java. Однако, история распорядилась по-своему, javascript сильно вырос, и сейчас это совершенно независимый язык, со своей спецификацией, которая называется ECMAScript, и к Java не имеет никакого отношения.