Название: Deep Reinforcement Learning with Guaranteed Performance: A Lyapunov-Based Approach
Автор: Yinyan Zhang, Shuai Li
Издательство: Springer
Год: 2019 (2020 Edition)
Страниц: 237
Язык: английский
Формат: pdf (true)
Размер: 11.2 MB

This book discusses methods and algorithms for the near-optimal adaptive control of nonlinear systems, including the corresponding theoretical analysis and simulative examples, and presents two innovative methods for the redundancy resolution of redundant manipulators with consideration of parameter uncertainty and periodic disturbances. Reinforcement learning and, in particular, deep reinforcement learning have attracted more and more research interest in recent years. Such type of learning methods could be a powerful tool for the control of nonlinear systems.

Название: Evolutionary Machine Learning Techniques: Algorithms and Applications
Автор: Seyedali Mirjalili, Hossam Faris
Издательство: Springer
Год: 2020
Страниц: 287
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

This book provides an in-depth analysis of the current evolutionary Machine Learning (ML) techniques. Discussing the most highly regarded methods for classification, clustering, regression, and prediction, it includes techniques such as support vector machines, extreme learning machines, evolutionary feature selection, artificial neural networks including feed-forward neural networks, multi-layer perceptron, probabilistic neural networks, self-optimizing neural networks, radial basis function networks, recurrent neural networks, spiking neural networks, neuro-fuzzy networks, modular neural networks, physical neural networks, and deep neural networks.

Название: Introducing Python: Modern Computing in Simple Packages Second Edition
Автор: Bill Lubanovic
Издательство: O'Reilly Media
Год: 2019
Формат: epub
Страниц: 605
Размер: 10.8 Mb
Язык: English


Easy to understand and fun to read, this updated edition of Introducing Python is ideal for beginning programmers as well as those new to the language. Author Bill Lubanovic takes you from the basics to more involved and varied topics, mixing tutorials with cookbook-style code recipes to explain concepts in Python 3. End-of-chapter exercises help you practice what you’ve learned.

Название: Deep Learning Techniques for Music Generation
Автор: Jean-Pierre Briot, Gaetan Hadjere
Издательство: Springer
Год: 2019
Страниц: 303
Язык: английский
Формат: pdf (true)
Размер: 12.1 MB

This book is a survey and analysis of how Deep Learning (DL) can be used to generate musical content. The authors offer a comprehensive presentation of the foundations of Deep Learning techniques for music generation. They also develop a conceptual framework used to classify and analyze various types of architecture, encoding models, generation strategies, and ways to control the generation. There is no consensual definition for Deep Learning. It is a repertoire of Machine Learning (ML) techniques, based on artificial neural networks. The key aspect and common ground is the term deep. This means that there are multiple layers processing multiple hierarchical levels of abstractions, which are automatically extracted from data.

Название: Keeping Your AI Under Control: A Pragmatic Guide to Identifying, Evaluating, and Quantifying Risks
Автор: Anand Tamboli
Издательство: Apress
Год: 2019
Страниц: 133
Язык: английский
Формат: pdf (true), rtf, epub
Размер: 10.1 MB

Artificial Intelligence (AI), we often see it as a panacea that can somehow resolve everything. As it stands today, the outlook is still highly debatable. AI has now become a real-world application technology, and it is becoming part of modern life fabric. Much of our daily lives intertwine with Artificial Intelligence. From watching movies recommended by our entertainment streaming service, to interacting with customer service chatbots, to autotagging photos of friends in our social media apps, AI plays an invisible part in enriching our lives. While AI may be seen as a panacea for enterprise advancement and consumer convenience, it is still an emerging technology, and its explosive growth needs to be approached with proper care and preparation. How do we tackle the challenges it presents, and how do we make sure that it does precisely what it is supposed to do?

Название: Creating Business Applications with Office 365: Techniques in SharePoint, PowerApps, Power BI, and More
Автор: Jeffrey M. Rhodes
Издательство: Apress
Год: 2019
Формат: true pdf/epub
Страниц: 241
Размер: 28.4 Mb
Язык: English

Take your Office 365 and SharePoint projects to a higher level by using PowerApps, Flow, Power BI, jаvascript/jQuery jQuery UI widgets, Cascading Style Sheets (CSS), and more. This book will help you create easier solutions to client-side problems and applications. Additionally, you will be able to effectively visualize your data with Power BI.
This book starts with configuration of SharePoint and Office 365 followed by your first example of PowerApps. You will lay the foundation for a help ticket application and see how to update a SharePoint list with PowerApps. You then will work with the jQuery open source library and learn how to use the developer tools within your browser. This allows you to customize data displays in SharePoint.

Название: Azure Internet of Things Revealed: Architecture and Fundamentals
Автор: Robert Stackowiak
Издательство: Apress
Год: 2019
Формат: true pdf/epub
Страниц: 205
Размер: 40.4 Mb
Язык: English

Design, build, and justify an optimal Microsoft IoT footprint to meet your project needs. This book describes common Internet of Things components and architecture and then focuses on Microsoft’s Azure components relevant in deploying these solutions.
Microsoft-specific topics addressed include: deploying edge devices and pushing intelligence to the edge; connecting IoT devices to Azure and landing data there, applying Azure Machine Learning, analytics, and Cognitive Services; roles for Microsoft solution accelerators and managed solutions; and integration of the Azure footprint with legacy infrastructure.

Название: Тестирование объектно-ориентированного программного обеспечения. Практическое пособие
Автор: Джон Макгрегор, Девид Сайкс
Издательство: ТИД "ДС"
Год: 2002
ISBN: 966-7992-12-8
Формат: pdf
Страниц: 417
Размер: 15,1 Mb
Язык: Русский

Книга "Тестирование объектно-ориентированного программного обеспечения. Практическое пособие" основное внимание уделяет реальному планированию и эффективной реализации процесса тестирования объектно-ориентированного и компонентного программного обеспечения. Подробно рассматриваются концептуальные отличия технологий тестирования объектно-ориентированного программного обеспечения от таковых для традиционного процедурного программного обеспечения. Предлагаются уникальные методики подбора тестовых случаев, обеспечивающих максимальное покрытие и адекватность тестирования.

Название: Coding For Python - Volume 37, 2019
Автор: James Gale (Editor)
Издательство: Black Dog Media Ltd
Год: 2019
Страниц: 164
Язык: английский
Формат: pdf
Размер: 21.0 MB

Master Python and expand your programming skills!
Python has proved itself to be a flexible, easy to learn and powerful programming language for the modern computer user and developer. Python code can be found on the desktop, server room and Internet, and working in conjunction with many IoT devices. This book will get you up and running with the latest version of Python in no time. Soon you can learn how to code and more importantly, how to apply that code to a real-world situation such as creating a game, coding an essential backup script or creating a random password generator that you can use at home or work.

Название: Python Code Bank: Codes To Get You Started With Python
Автор: Kshitij Jain
Издательство: Amazon Digital Services LLC
Год: 2019
Язык: английский
Формат: epub
Размер: 11.6 MB

So here we are with this book, to help you with questions you can practice on, and don't worry if you can't solve we have, answers too, and although this is made with a view to help people who already know the basics of the language but it can help a total newbie to understand the ins and outs of this magnificent language.