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Название: Machine Learning Applications Using Python: Cases Studies from Healthcare, Retail, and Finance
Автор: Puneet Mathur
Издательство: Apress
Год: 2019
Страниц: 379
Формат: PDF, EPUB
Размер: 13 Mb
Язык: English

Gain practical skills in machine learning for finance, healthcare, and retail. This book uses a hands-on approach by providing case studies from each of these domains: you’ll see examples that demonstrate how to use machine learning as a tool for business enhancement. As a domain expert, you will not only discover how machine learning is used in finance, healthcare, and retail, but also work through practical case studies where machine learning has been implemented.

Название: Expert Twisted: Event-Driven and Asynchronous Programming with Python
Автор: Mark Williams
Издательство: Apress
Год: 2019
Страниц: 382
Формат: PDF, EPUB
Размер: 10 Mb
Язык: English

Explore Twisted, the Python-based event-driven networking engine, and review several of its most popular application projects. It is written by community leaders who have contributed to many of the projects covered, and share their hard-won insights and experience.
Expert Twisted starts with an introduction to event-driven programming, explaining it in the context of what makes Twisted unique. It shows how Twisted's design emphasizes testability as a solution to common challenges of reliability, debugging, and start-to-finish causality that are inherent in event-driven programming. It also explains asynchronous programming, and the importance of functions, deferreds, and coroutines. It then uses two popular applications, treq and klein, to demonstrate calling and writing Web APIs with Twisted.

Название: Deep Learning With Python: Develop Deep Learning Models on Theano and TensorFlow using Keras
Автор: Jason Brownlee
Издательство: Machine Learning Mastery Pty. Ltd.
Год: 2018
Страниц: 255
Язык: английский
Формат: pdf (true), djvu
Размер: 10.1 MB

Deep learning is the most interesting and powerful machine learning technique right now. Top deep learning libraries are available on the Python ecosystem like Theano and TensorFlow. Tap into their power in a few lines of code using Keras, the best-of-breed applied deep learning library. In this mega Ebook is written in the friendly Machine Learning Mastery style that you’re used to, learn exactly how to get started and apply deep learning to your own machine learning projects.

Название: Computer Security: Art and Science Second Edition
Автор: Matt Bishop
Издательство: Addison-Wesley Professional
Год: 2018
Формат: True PDF, EPUB
Страниц: 1440
Размер: 74.2 Mb, 13.6 Mb
Язык: English

The Comprehensive Guide to Computer Security, Extensively Revised with Newer Technologies, Methods, Ideas, and Examples
In this updated guide, University of California at Davis Computer Security Laboratory co-director Matt Bishop offers clear, rigorous, and thorough coverage of modern computer security. Reflecting dramatic growth in the quantity, complexity, and consequences of security incidents, Computer Security, Second Edition, links core principles with technologies, methodologies, and ideas that have emerged since the first edition’s publication.

Название: Introduction to Property Testing
Автор: Oded Goldreich
Издательство: Cambridge University Press
Год: 2017
Страниц: 469
Язык: английский
Формат: pdf (true), djvu
Размер: 10.47 MB

Property testing is concerned with the design of superfast algorithms for the structural analysis of large quantities of data. The aim is to unveil global features of the data, such as determining whether the data has a particular property or estimating global parameters. Remarkably, it is possible for decisions to be made by accessing only a small portion of the data. Property testing focuses on properties and parameters that go beyond simple statistics. This book provides an extensive and authoritative introduction to property testing. It provides a wide range of algorithmic techniques for the design and analysis of tests for algebraic properties, properties of Boolean functions, graph properties, and properties of distributions.

Название: Artificial Intelligence: The Insights You Need from Harvard Business Review
Автор: Harvard Business Review, Thomas H. Davenport, Erik Brynjolfsson, Andrew McAfee
Издательство: Harvard Business Review Press
Год: 2019
Страниц: 192
Язык: английский
Формат: epub, pdf (conv)
Размер: 10.1 MB

Companies that don't use AI will soon be obsolete. From making faster, better decisions to automating rote work to enabling robots to respond to emotions, AI and machine learning are already reshaping business and society. What should you and your company be doing today to ensure that you're poised for success and keeping up with your competitors in the age of AI? Artificial Intelligence: The Insights You Need from Harvard Business Review brings you today's most essential thinking on AI and explains how to launch the right initiatives at your company to capitalize on the opportunity of the machine intelligence revolution.

Название: Applied Statistics: Theory and Problem Solutions with R
Автор: Dieter Rasch, Rob Verdooren
Издательство: Wiley
Год: 2019
Страниц: 503
Язык: английский
Формат: pdf (true), djvu
Размер: 10.1 MB

Instructs readers on how to use methods of statistics and experimental design with R software. Applied statistics covers both the theory and the application of modern statistical and mathematical modelling techniques to applied problems in industry, public services, commerce, and research. It proceeds from a strong theoretical background, but it is practically oriented to develop one's ability to tackle new and non-standard problems confidently. Taking a practical approach to applied statistics, this user-friendly guide teaches readers how to use methods of statistics and experimental design without going deep into the theory.

Название: Hands-On Smart Contract Development with Solidity and Ethereum: From Fundamentals to Deployment (Early Release)
Автор: David H. Hoover, Kevin Solorio, Randall Kanna
Издательство: O’Reilly Media, Inc.
Год: 2019
Страниц: 60
Язык: английский
Формат: pdf, djvu
Размер: 10.1 MB

Learn how to design, develop, and deploy smart contracts on the Ethereum blockchain. With this practical book, software developers with a high-level understanding of the blockchain will use the Solidity programming language to write decentralized applications (dApps) using the web3.js library. Smart contracts have allowed technologists to create a new breed of software systems that have ushered in the next revolution in human organization. Kevin Solorio, Randall Kanna, and David Hoover teach you the fundamentals of Solidity, as well as key topics such as unit testing, deployment, and preventing security vulnerabilities. You'll also learn how to leverage the built-in public/private key cryptography in the Ethereum protocol.

Название: HBR's 10 Must Reads on AI, Analytics, and the New Machine Age
Автор: Harvard Business Review, Thomas H. Davenport, Michael E. Porter
Издательство: Harvard Business Review Press
Год: 2019
Страниц: 193
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

Machine learning and data analytics are powering a wave of groundbreaking technologies. Is your company ready?
If you read nothing else on how intelligent machines are revolutionizing business, read these 10 articles. We've combed through hundreds of Harvard Business Review articles and selected the most important ones to help you understand how these technologies work together, how to adopt them, and why your strategy can't ignore them.

Название: jаvascript: The Web Warrior Series, 6th edition
Автор: Sasha Vodnik, Don Gosselin
Издательство: Course Technology
ISBN: 1305078446
Год: 2015
Страниц: 896
Язык: английский
Формат: pdf
Размер: 55.3 MB

Теперь в своем шестом издании "jаvascript" обучает начинающих программистов через разработку веб-приложений с использованием языка программирования jаvascript. Как и в предыдущих изданиях книги, авторы вводят ключевые технологии веб-разработки с акцентом на отраслевое применение. Новое издание включает разработку для сенсорных и мобильных устройств и использование библиотеки jQuery.