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Название: Optimization for Learning and Control
Автор: Martin Andersen, Anders Hansson
Издательство: Wiley
Год: 2023
Страниц: 435
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Optimization for Learning and Control Comprehensive resource providing a masters’ level introduction to optimization theory and algorithms for learning and control. Optimization for Learning and Control describes how optimization is used in these domains, giving a thorough introduction to both Unsupervised Learning, Supervised Learning, and Reinforcement Learning, with an emphasis on optimization methods for large-scale learning and control problems. Several applications areas are also discussed, including signal processing, system identification, optimal control, and Machine Learning. Today, most of the material on the optimization aspects of Deep Learning that is accessible for students at a Masters’ level is focused on surface-level computer programming; deeper knowledge about the optimization methods and the trade-offs that are behind these methods is not provided. The objective of this book is to make this scattered knowledge, currently mainly available in publications in academic journals, accessible for Masters’ students in a coherent way. The focus is on basic algorithmic principles and trade-offs.

Название: The Async-First Playbook: Remote Collaboration Techniques for Agile Software Teams (Early Release)
Автор: Sumeet Gayathri Moghe
Издательство: Addison-Wesley Professional/Pearson Education
Год: 2023
Страниц: 106
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.2 MB

Remote software development work is the "new normal" and that won't change anytime soon. But conventional distributed agile software development attempts to be too "synchronous" to support today's remote teams. Too many meetings, ceremonies, and rituals quickly become unsustainable when teams are spread across multiple time zones. The result: burnout, constant interruptions, poor work-life balance, greater frustration, and workplaces where few people can truly thrive. In The Async-First Playbook, Thoughtworks principal project manager Sumeet Gayathri Moghe addresses the problem head-on, revamping agile to embed remote-native, asynchronous work practices that fit the realities of remote development.

Название: Learn Enough Python to Be Dangerous: Software Development, Flask Web Apps, and Beginning Data Science with Python (Early Release)
Автор: Michael Hartl
Издательство: Addison-Wesley Professional/Pearson Education
Год: 2023
Страниц: 448
Язык: английский
Формат: epub
Размер: 16.9 MB

All You Need to Know, and Nothing You Don't, to Solve Real Problems with Python. Python is one of the most popular programming languages in the world, used for everything from shell scripts to web development to data science. As a result, Python is a great language to learn, but you don't need to learn "everything" to get started, just how to use it efficiently to solve real problems. In Learn Enough Python to Be Dangerous, renowned instructor Michael Hartl teaches the specific concepts, skills, and approaches you need to be professionally productive. Even if you've never programmed before, Hartl helps you quickly build technical sophistication and master the lore you need to succeed. Hartl introduces Python both as a general-purpose language and as a specialist tool for web development and Data Science, presenting focused examples and exercises that help you internalize what matters, without wasting time on details pros don't care about.

Название: 2D Computer Graphics in modern C++ and standard library
Автор: Hakan Blomqvist
Издательство: Leanpub
Год: 2023-05-14
Страниц: 465
Язык: английский
Формат: pdf (true) + Extras
Размер: 84.5 MB

This book focuses on simplifying graphics creation in standard C++. It solves common challenges like handling image files and testing animation sprites. Addressing fundamental questions on drawing pixels, lines, and circles enables easier graphic creation for presentations, collaborations, and investigations. We have all been there when you just want to present som data in a nice and graphical way. You start by implementing a GUI library so that you can set up a canvas to draw on… but then what? Or you download and build a library that can handle reading and writing PNG images, as you need lossless images. Or you do the same just to find out a files entropy. Or you’re coding on a game and want to test the look of animation sprites in a parallax setting. What ever the reason is… it’s too complicated to do and takes more time than you would consider doing. So no presentation, no collaboration, and no investigation using graphics. It should just be easy to create graphics in standard C++. And this book is all about that. How do we draw a pixel, a line, or a circle? That is questions we going to answer.

Название: Applications of Machine Learning in Digital Healthcare
Автор: Miguel Hernandez Silveira, Su-Shin Ang
Издательство: The Institution of Engineering and Technology
Год: 2023
Страниц: 416
Язык: английский
Формат: pdf (true)
Размер: 27.7 MB

Machine Learning algorithms are increasingly finding applications in the healthcare sector. Whether assisting a clinician to process an individual patient's data or helping administrators view hospital bed turnover, the volume and complexity of healthcare data is a compelling reason for the development of machine learning based tools to aid in its interpretation and use. This edited book focuses on the applications of Machine Learning (ML) in the healthcare sector, both at the macro-level for guiding policy decisions, and at the granular level, showing how ML techniques can be applied to process an individual patient's medical data to swiftly aid diagnosis. Written by an international team of experts, the book presents several applications of Machine Learning in the healthcare sector, including health system planning, optimisation and preparedness, outlining the benefits and challenges of coordination and data sharing.

Название: How to Eliminate the Quantum Computer Threat
Автор: Hakan Blomqvist
Издательство: Leanpub
Год: 2023-04-14
Язык: английский
Формат: pdf (true), epub
Размер: 40.6 MB

Discover "How to Eliminate the Quantum Computer Threat," your ultimate guide to conquering digital security challenges in the quantum era. Dive into groundbreaking algorithms, innovative encryption methods, and practical strategies to safeguard B2B, B2C, and C2C interactions. Secure your digital future with this indispensable resource! Are you ready to dive into the world of quantum computing and its imminent threat to digital security? Look no further than the remarkable book "How to Eliminate the Quantum Computer Threat," your ultimate guide to understanding, mitigating, and conquering this emerging challenge. This comprehensive resource will give you the knowledge and strategies to stay ahead of the curve in a rapidly changing digital landscape. In the Introduction, you'll witness the breathtaking power of IBM Osprey, a glimpse into the future of quantum computing. You'll explore the groundbreaking Shor's Algorithm and Grover's Algorithm and their implications on cryptography. Understand the ominous concept of "Harvest now, decrypt later" and the unparalleled security of One-Time-Pad Encryption—Delve into the fascinating world of cryptanalysis and the AES256 CBC symmetric-key block cipher algorithm.

Название: Coding Tipps und Tricks
Издательство: Papercut Ltd
Год выхода: 2023
Страниц: 146
Формат: PDF
Язык: Deutsch/немецкий
Размер: 100 MB

Das Programmieren zu lernen kann schon etwas entmutigend sein. Wo soll man beginnen? Welche Programmiersprache solltest du lernen? Was wird benotigt? Coding fur Einsteiger kann Ihnen dabei helfen, in der Welt des Programmierens Fub zu fassen. Wir haben Tipps fur den Einstieg, zur Wahl der Software sowie Anleitungen zu Python, C++, Linux-Scripting und sogar Windows-Batch-Dateien. Es gab noch nie einen besseren Zeitpunkt, um das Programmieren zu lernen, und mit Coding fur Einsteiger kannen auch Sie Ihre Reise ins Programmieren auf einfache Weise beginnen.

Название: Coding Alles-in-einem-Band für Dummies
Автор: Chris Minnick, Nikhil Abraham, Barry Burd
Издательство: Wiley-VCH GmbH
Год: 2023
Страниц: 915
Язык: немецкий
Формат: pdf
Размер: 38.4 MB

Wenn Sie Webseiten oder mobile Apps entwickeln möchten, dann ist dieses Buch für Sie gemacht! Auch ganz ohne Vorkenntnisse steigen Sie einfach ein und lernen die einzelnen Programmiersprachen und Technologien jeweils für sich und im Zusammenspiel kennen und einsetzen. Angefangen beim grundlegenden Aufbau einer Webseite mit HTML, CSS und jаvascript über die Entwicklung mobiler Apps für iOS- und Android-Geräte mit Flutter bis hin zur Verarbeitung der Daten mit Python: Hier ist einfach mehr für Sie drin! Wenn Sie sich einen breiten Überblick über die Webentwicklung und Programmierung verschaffen wollen, dann werfen Sie am besten gleich einen Blick in dieses Buch …

Название: Python Coding Tricks and Tips - 14th Edition, 2023
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2023
Язык: английский
Формат: pdf
Размер: 41,6 MB

"Хитрости и советы по Python" - это идеальное цифровое издание для пользователей, которые хотят поднять свой набор навыков на новый уровень. Вы хотите улучшить свой пользовательский опыт? Или хотите получить инсайдерские знания? Хотите учиться непосредственно у экспертов в своей области? Узнать о многочисленных сокращениях, которые используют профессионалы? На страницах нового руководства для продвинутых пользователей вы узнаете все, что вам нужно знать, чтобы стать более уверенным, умелым и опытным владельцем. Пользователем, который будет извлекать максимальную пользу из своего кодирования и, в конечном счете, из самого программирования на Python. Достижение, которое вы можете заслужить, просто позволив нам исключительно помогать и обучать вас тем способностям, которые мы приобрели за десятилетия нашего опыта.

Название: Automated Code Remediation: How to Refactor and Secure the Modern Software Supply Chain
Автор: Pat Johnson, Olga Kundzich, Jonathan Schneider
Издательство: O’Reilly Media, Inc.
Год: 2023-05-19
Язык: английский
Формат: pdf, epub (true)
Размер: 10.2 MB

The software industrial revolution has arrived. There's an explosion of custom applications today, and we assemble them faster than ever from third-party and open source software. But as applications grow in complexity and vulnerabilities mount, updating software becomes a tedious, intractable part of a developer's job. When you fail to keep up, the software becomes less secure and harder to maintain and eventually stops working. This report explains how organizations can stay on top of software vulnerabilities and maintenance, freeing developers to focus on creating new solutions. Code remediation is a standard practice used by development teams to whittle down technical debt, whether it’s addressing security vulnerabilities, migrating frameworks, updating dependencies, or fixing code quality issues. All of these tasks involve manual line-by-line, repository-by-repository code changes that can be tedious and error prone. Because this work takes up a significant portion of a devel- oper’s day-to-day work, it takes away from business value work. Now, let’s imagine a world where code remediation is automated and the value this could bring to your organization.