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”.

Название: Demand Forecasting Best Practices (Final Release)
Автор: Nicolas Vandeput
Издательство: Manning Publications
Год: 2023
Страниц: 218
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

Master the demand forecasting skills you need to decide what resources to acquire, what products to produce, and where and how to distribute them. Demand Forecasting Best Practices is a handbook of techniques for effective demand planning for products of all types. You'll learn how to optimize your data, metrics, processes, models, and even people to make better decisions and deliver value to your supply chains. Throughout the book, I will explain these best practices step by step, highlighting how they will lead you to efficacy (more useful forecasts) and efficiency (reducing your team’s workload while making the most out of their available time). Each chapter will be another opportunity for you to improve your forecasting process and make your forecasts more useful for your supply chain. Modern software offers advanced analytics capabilities (Python is your friend) that you can leverage to highlight products requiring your attention.

Название: Let Us Java - 6th Edition
Автор: Yashavant Kanetkar
Издательство: BPB Publications
Год: 2023
Страниц: 496
Язык: английский
Формат: pdf
Размер: 12.2 MB

Fully Working Examples Carefully crafted exercises. Java Language is very popularly used for creating applications for PC, Laptop, Tablet, Web and Mobile world. Learning a language that can work on so many different platforms can be a challenge. This is where you would find this book immensely useful. It follows simple and easy narration style. It doesn’t assume any programming background. It begins with the basics and steadily builds the pace so that the reader finds it easy to handle complex topics towards the end. Object-Oriented Programming has been covered in detail to give a strong foundation for Java Programming. Well thought out and fully working example programs, and carefully crafted exercises of this book, cover every aspect of Java programming. This book will prove to be a “must have” for beginners as well as experienced professionals as it is a stepping stone for learning Java technology.