Название: Введение в автоматизированное машинное обучение (AutoML)
Автор: Хуттер Ф., Коттхофф Л., Ваншорен Х.
Издательство: ДМК Пресс
Год: 2023
Страниц: 258
Язык: русский
Формат: pdf
Размер: 16.4 MB

Ошеломляющий успех коммерческих приложений машинного обучения (machine learning – ML) и быстрый рост этой отрасли создали высокий спрос на готовые методы ML, которые можно легко использовать без специальных знаний. Однако и сегодня успех практического применения в решающей степени зависит от экспертов – людей, которые вручную выбирают подходящие архитектуры и их гиперпараметры. Методы AutoML нацелены на устранение этого узкого места путем построения систем ML, способных к автоматической оптимизации и самонастройке независимо от типа входных данных. В этой книге впервые представлен всеобъемлющий обзор базовых методов автоматизированного машинного обучения (AutoML). Издание послужит отправной точкой для изучения этой быстро развивающейся области; тем, кто уже использует AutoML в своей работе, книга пригодится в качестве справочника. Область автоматизированного машинного обучения нацелена на принятие конструкторских решений на основе данных объективным и автоматизированным способом: пользователь просто предоставляет данные, а система AutoML автоматически находит оптимальное решение для этого конкретного случая.

Название: Head First Python: A Learner’s Guide to the Fundamentals of Python Programming, A Brain-Friendly Guide, 3rd Edition (Early Release)
Автор: Paul Barry
Издательство: O’Reilly Media, Inc.
Год: 2023
Страниц: 339
Язык: английский
Формат: epub (true)
Размер: 86.2 MB

Want to learn the Python language without slogging your way through how-to manuals? With Head First Python, you'll quickly grasp Python's fundamentals, working with the built-in data structures and functions. Then you'll move on to building your very own webapp, exploring database management, exception handling, and data wrangling. If you're intrigued by what you can do with context managers, decorators, comprehensions, and generators, it's all here. This third edition is a complete learning experience that will help you become a bonafide Python programmer in no time.

Название: Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning, 2nd Edition (6th Early Release)
Автор: Kyle Gallatin, Chris Albon
Издательство: O’Reilly Media, Inc.
Год: 2023-05-02
Страниц: 286
Язык: английский
Формат: pdf, epub (true), mobi
Размер: 10.1 MB

This practical guide provides more than 200 self-contained recipes to help you solve Machine Learning challenges you may encounter in your work. If you're comfortable with Python and its libraries, including pandas and scikit-learn, you'll be able to address specific problems all the way from loading data to training models and leveraging neural networks. NumPy is a foundational tool of the Python Machine Learning stack. NumPy allows for efficient operations on the data structures often used in machine learning: vectors, matrices, and tensors. While NumPy is not the focus of this book, it will show up frequently throughout the following chapters. This chapter covers the most common NumPy operations we are likely to run into while working on machine learning workflows.

Название: Transitioning to Microsoft Power Platform: An Excel User Guide to Building Integrated Cloud Applications in Power BI, Power Apps, and Power Automate
Автор: David Ding
Издательство: Apress
Год: 2023
Страниц: 511
Язык: английский
Формат: pdf
Размер: 34.7 MB

Welcome to this step-by-step guide for Excel users, data analysts, and finance specialists. It is designed to take you through practical report and development scenarios, including both the approach and the technical challenges. This book will equip you with an understanding of the overall Power Platform use case for addressing common business challenges. While Power BI continues to be an excellent tool of choice in the BI space, Power Platform is the real game changer. Using an integrated architecture, a small team of citizen developers can build solutions for all kinds of business problems. For small businesses, Power Platform can be used to build bespoke CRM, Finance, and Warehouse management tools. For large businesses, it can be used to build an integration point for existing systems to simplify reporting, operation, and approval processes.

Название: Modern C++ for Absolute Beginners: A Friendly Introduction to the C++ Programming Language and C++11 to C++23 Standards, 2nd Edition
Автор: Slobodan Dmitrovic
Издательство: Apress
Год: 2023
Страниц: 441
Язык: английский
Формат: pdf (true), epub (true), mobi
Размер: 10.2 MB

Learn the C++ programming language in a structured, straightforward, and friendly manner. This book teaches the basics of the modern C++ programming language, the C++ Standard Library, and modern C++ standards, including C++23. No previous programming experience is required. C++ is a language like no other, surprising in its complexity, yet wonderfully sleek and elegant in so many ways. It is also a language that cannot be learned by guessing, one that is easy to get wrong and challenging to get right. To overcome this, each section is filled with real-world examples that gradually increase in complexity. Modern C++ for Absolute Beginners, Second Edition teaches more than just programming in C++23. It provides a solid C++ foundation to build upon. The author takes you through the C++ programming language, the Standard Library, and C++11 to C++23 standard basics. Each chapter is accompanied by the right amount of theory and plenty of source code examples. You will work with C++23 features and standards, yet you will also compare and take a look into previous versions of C++.

Название: HTML Academy - «Webpack»
Автор: Коллектив
Издательство: Интернет-издание
Год: 2023
Формат: HTML
Страниц:Много
Размер: 249 Mb
Язык: Русский

После курса вы сможете создавать собственные сборки и менять конфиги в рабочих проектах. Вы станете тратить меньше времени на разработку — webpack снимет с вас часть рутинных задач. Ваши приложения станут быстрее, ведь вы научитесь оптимизировать код и сжимать размер файлов или шрифтов перед деплоем проекта.

Название: Unix: Профессиональное программирование (2-е издание)
Автор: Стивенс У.Р., Раго С.А.
Издательство: Cимвoл-Плюc
Год: 2007 - 2-е издание
Cтраниц: 1040
Формат: djvu
Размер: 22 мб
Язык: русский

UNIX. Профессиональное программирование" представляет собой подробнейшее справочное руководство для любого профессионального программиста, работающего с UNIX. Стивену Раго удалось обновить и дополнить текст фундаментального классического труда Стивенса, сохранив при этом точность и стиль оригинала. Содержание всех тем, примеров и прикладных программ обновлено в соответствии с последними версиями наиболее популярных реализаций UNIX.

Название: QuantLib Python Cookbook (Updated 10/2022)
Автор: Luigi Ballabio, Goutham Balaraman
Издательство: Leanpub
Год: 2022-10-29
Страниц: 286
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

Quantitative finance in Python: a hands-on, interactive look at the QuantLib library through the use of IPython notebooks as working examples. The book collects updated posts from Goutham's blog and the transcripts of the screencasts that Luigi is publishing on YouTube. The posts and screencasts use IPython notebooks to demonstrate the QuantLib library. Together, they provide a sort of cookbook that showcases features of the library by means of working examples and provides guidance to its use.

Название: Design Patterns for Vue.js - A Test Driven Approach to Maintainable Applications
Автор: Lachlan Miller
Издательство: Gumroad
Год: 2021
Страниц: 163
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

This book is aimed at developers who are comfortable with jаvascript and Vue.js. It focuses on ideas and patterns rather than specific APIs. Separation of concerns, pure functions, writing for testability and re-usability are some of the primary motifs. Vue is a powerful and flexible UI layer, jаvascript (and TypeScript) get improvements every year and Jest is a first class test runner. All the tools needed to write reliable, maintainable and bug free applications are available. What’s often missing is the design patterns, best practices, proper separation on concerns, and a reliable test suite. These are the fundamental ideas that underpin all software development, not just front-end applications. This is a book about design patterns and testing. But it’s also more. Thinking in design patterns is not about memorizing a lot of fancy names and diagrams. Knowing how to test is not really about learning a test runner or reading documentation. Thinking in patterns, consider how data flows between different parts of a system and writing for testability starts before writing any code.

Название: Augmented Reality and Artificial Intelligence: The Fusion of Advanced Technologies
Автор: Vladimir Geroimenko
Издательство: Springer
Год: 2023
Страниц: 383
Язык: английский
Формат: pdf (true)
Размер: 11.9 MB

This book is the first research monograph that explores a new research field and practical applications produced by the combined use of two of the most advanced and powerful technologies available in today’s world – Artificial Intelligence (AI) and Augmented Reality (AR). It is written by a team of 50 researchers and practitioners from 16 countries, which has enabled a thorough coverage of emerging or previously unexplored subject areas. Augmented Reality and Artificial Intelligence: The Fusion of Advanced Technologies is essential reading not only for researchers, practitioners and technology developers, but also for students (both graduates and undergraduates) and anyone who is interested in building a comprehensive understanding of the emerging fields of “intelligent augmented environments” and “Artificial Intelligence presented by Augmented Reality”.