Название: Photonic Reservoir Computing: Optical Recurrent Neural Networks Автор: Daniel Brunner, Miguel C. Soriano, Guy Van der Sande Издательство: De Gruyter Год: 2019 Страниц: 373 Язык: английский Формат: pdf (true), epub Размер: 10.1 MB, 28.7 MB
Photonics has long been considered an attractive substrate for next generation implementations of machine-learning concepts. Reservoir Computing tremendously facilitated the realization of recurrent neural networks in analogue hardware. This concept exploits the properties of complex nonlinear dynamical systems, giving rise to photonic reservoirs implemented by semiconductor lasers, telecommunication modulators and integrated photonic chips.
Название: Machine Learning for Signal Processing: Data Science, Algorithms, and Computational Statistics Автор: Max A. Little Издательство: Oxford University Press Год: 2019 Страниц: 378 Язык: английский Формат: pdf (true) Размер: 10.1 MB
This book describes in detail the fundamental mathematics and algorithms of machine learning (an example of artificial intelligence) and signal processing, two of the most important and exciting technologies in the modern information economy. Taking a gradual approach, it builds up concepts in a solid, step-by-step fashion so that the ideas and algorithms can be implemented in practical software applications.
Название: Programming PyTorch for Deep Learning: Creating and Deploying Deep Learning Applications First Edition Автор: Ian Pointer Издательство: O'Reilly Media Год: 2019 Формат: true pdf/epub Страниц: 220 Размер: 15.5 Mb Язык: English
Take the next steps toward mastering deep learning, the machine learning method that’s transforming the world around us by the second. In this practical book, you’ll get up to speed on key ideas using Facebook’s open source PyTorch framework and gain the latest skills you need to create your very own neural networks. Ian Pointer shows you how to set up PyTorch on a cloud-based environment, then walks you through the creation of neural architectures that facilitate operations on images, sound, text,and more through deep dives into each element. He also covers the critical concepts of applying transfer learning to images, debugging models, and PyTorch in production.
Название: Tableau Prep: Up & Running (Early Release) Автор: Carl Allchin Издательство: O’Reilly Media, Inc. Год: 2020 Язык: английский Формат: pdf (conv), rtf, epub Размер: 10.1 MB
For self-service data preparation, Tableau Prep is relatively easy to use—as long as you know how to clean and organize your datasets. Based on the popular blog Preppin’ Data, this practical guide takes you step-by-step through the fundamentals of data preparation using this popular tool.
Название: Outlook 2019 For Dummies Автор: Faithe Wempen, Bill Dyszel Издательство: For Dummies Год: 2018 Страниц: 355 Язык: английский Формат: pdf (true); epub, azw3 Размер: 19.1 MB, 10.1 MB
Get up to speed with the world’s best email application — Outlook 2019. Of the millions of people who use Outlook, most only use about two percent of its features. Don’t stay in the dark! Outlook 2019 For Dummies shows you how to take advantage of often-overlooked tips and tricks to make it work even better for you. Inside, you’ll find information on navigating the user interface; utilizing the To-Do bar; filtering junk email; smart scheduling; RSS support; using electronic business cards; accessing data with two-way sync and offline and cloud based access, and much more!
Название: Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems 1st Edition Автор: Martin Kleppmann Издательство: O'Reilly Media Год: 2017 Формат: True PDF Страниц: 616 Размер: 19.6 Mb Язык: English
Data is at the center of many challenges in system design today. Difficult issues need to be figured out, such as scalability, consistency, reliability, efficiency, and maintainability. In addition, we have an overwhelming variety of tools, including relational databases, NoSQL datastores, stream or batch processors, and message brokers. What are the right choices for your application? How do you make sense of all these buzzwords?
Название: Functional-Light jаvascript: Balanced, Pragmatic FP in jаvascript (+code) Автор: Kyle Simpson (Author), Brian Lonsdorf (Editor, Foreword), Brian MacDonald (Editor) Издательство: CreateSpace Independent Publishing Platform Год: 2018-02-09 Формат: true pdf/epub Страниц: 388 Размер: 10 Mb Язык: English
Functional-Light jаvascript is a balanced, pragmatic exploration of Functional Programming in jаvascript.Functional Programming (FP) is an incredibly powerful paradigm for structuring code that yields more robust, verifiable, and readable programs. If you've ever tried to learn FP but struggled with terms like "monad", mathematical concepts like category theory, or symbols like (lambda), you're not alone.Functional-Light programming distills the most vital aspects of FP—function purity, value immutability, composition, and more!—down to approachable jаvascript patterns. Rather than the all-or-nothing dogmatism often encountered in FP, this book teaches you how to improve your programs line by line.
Название: Spring4 для профессионалов Автор: Крис Шефер, Кларенс Хо, Роб Харроп Издательство: Вильямс Год: 2015 Страниц: 749 Формат: PDF Размер: 106 Мб Язык: русский
Книга представляет собой многолетний бестселлер, который обновлен с целью отражения функциональных средств, предлагаемых последней версией платформы Spring Framework 4. С выходом 4-го издания эта популярная книга безоговорочно считается наиболее исчерпывающим и авторитетным руководством по Spring.
Название: The DevOps 2.6 Toolkit: Jenkins X: Cloud-Native Kubernetes-First Continuous Delivery Автор: Viktor Farcic Издательство: Amazon.com Services LLC Год: 2020 Формат: PDF Страниц: 428 Размер: 11 Mb Язык: English
To understand intricacies and inner workings of Jenkins X, we need to understand Kubernetes. But, you do not need to understand Kubernetes to use Jenkins X. That is one of the main contributions of the project. Jenkins X allows us to harness the power of Kubernetes without spending eternity learning the ever-growing list of the things it does. Jenkins X helps us by simplifying complex processes into concepts that can be adopted quickly and without spending months in trying to figure out "the right way to do stuff."
Название: Certified Ethical Hacker (CEH) Foundation Guide Автор: Sagar Rahalkar Издательство: Apress Год: 2016 Формат: PDF Размер: 12 Мб Язык: английский / English
Prepare for the CEH training course and exam by gaining a solid foundation of knowledge of key fundamentals such as operating systems, databases, networking, programming, cloud, and virtualization. Based on this foundation, the book moves ahead with simple concepts from the hacking world. The Certified Ethical Hacker (CEH) Foundation Guide also takes you through various career paths available upon completion of the CEH course and also prepares you to face job interviews when applying as an ethical hacker.
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