Litgu.ru - Литературный Гуру

Название: AI-Powered Search (Final Release)
Автор: Trey Grainger, Doug Turnbull, Max Irwin
Издательство: Manning Publications
Год: 2025
Страниц: 520
Язык: английский
Формат: pdf (true)
Размер: 35.8 MB

Apply cutting-edge Machine Learning techniques—from crowdsourced relevance and knowledge graph learning, to Large Language Models (LLMs)—to enhance the accuracy and relevance of your search results. Delivering effective search is one of the biggest challenges you can face as an engineer. AI-Powered Search is an in-depth guide to building intelligent search systems you can be proud of. It covers the critical tools you need to automate ongoing relevance improvements within your search applications. This book is for search engineers, software engineers, and data scientists who want to learn how to build cutting-edge search engines integrating the latest ML techniques to drive more domain-aware and intelligent search. The book also provides a thorough overview of AI-powered search for product managers and business leaders who may not be able to implement the techniques themselves, but who want to understand the possibilities and limitations of AI-powered search. Technical readers who want to get the most out of this book can follow along with the Python code examples. Familiarity with SQL syntax is assumed, as we’ve chosen to implement many of the data aggregations in this standardized representation when possible. A basic understanding of how search engines (such as Elasticsearch, Apache Solr, or OpenSearch) or vector databases work is also helpful, but not required.

Название: Helidon Revealed: A Practical Guide to Oracle's Microservices Framework
Автор: Michael P. Redlich
Издательство: Apress
Год: 2024
Страниц: 236
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

This book is your comprehensive introduction to Project Helidon, Oracle’s Java-based microservices framework for building cloud-native applications. The book introduces the two flavors of Helidon—Helidon SE and Helidon MP—and shows how to quickly build applications with each one. The book begins by placing the Helidon framework in context and explaining the MicroProfile and Jakarta EE specifications that underlie the building of microservices-based applications. From there, you will learn about the individual components of Helidon SE and Helidon MP, and you will see examples of building applications for both flavors, and for MicroProfile and Jakarta EE. Finally, the book shows how to convert Helidon applications from Java bytecode into native binaries for instant application startup and peak performance. For Java developers who create microservices applications; those interested in building such applications using the Helidon framework; and developers of microservices applications who want functionality such as native-image support through GraalVM, compatibility with MicroProfile, easy connectivity to database engines, and support for reactive development patterns.

Название: AI Solutions for the United Nations Sustainable Development Goals (UN SDGs): A Practical Approach Using jаvascript
Автор: Tulsi Pawan Fowdur, Lavesh Babooram
Издательство: Apress
Год: 2024
Страниц: 166
Язык: английский
Формат: pdf
Размер: 14.1 MB

Learn the United Nations Sustainable Development Goals (UN SDGs) and see how machine learning can significantly contribute to their realization. This book imparts both theoretical knowledge and hands-on experience in comprehending and constructing Machine Learning-based applications for addressing multiple UN SDGs using jаvascript. The reading begins with a delineation of diverse UN SDG targets, providing an overview of previous successful applications of Machine Learning in solving realistic problems aligned with these targets. It thoroughly explains fundamental concepts of Machine Learning algorithms for prediction and classification, coupled with their implementation in jаvascript and HTML programming. Detailed case studies examine challenges related to renewable energy, agriculture, food production, health, environment, climate change, water quality, air quality, and telecommunications, corresponding to various UN SDGs. Each case study includes related works, datasets, Machine Learning algorithms, programming concepts, and comprehensive explanations of jаvascript and HTML codes used for web-based Machine Learning applications.

Название: Automatic Generation Of Algorithms
Автор: Victor Parada
Издательство: CRC Press
Серия: Advances in Metaheuristics
Год: 2025
Страниц: 215
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

In the rapidly evolving domain of computational problem-solving, this book delves into the cutting-edge Automatic Generation of Algorithms (AGA) paradigm, a groundbreaking approach poised to redefine algorithm design for optimization problems. Spanning combinatorial optimization, machine learning, genetic programming, and beyond, it investigates AGA's transformative capabilities across diverse application areas. The book initiates by introducing fundamental combinatorial optimization concepts and NPhardness significance, laying the foundation for understanding AGA's necessity and potential. It then scrutinizes the pivotal Master Problem concept in AGA and the art of modeling for algorithm generation. The exploration progresses with integrating genetic programming and synergizing AGA with evolutionary computing. Subsequent chapters delve into the AGA-Machine Learning intersection, highlighting their shared optimization foundation while contrasting divergent objectives. The automatic generation of metaheuristics is examined, aiming to develop versatile algorithmic frameworks adaptable to various optimization problems. Furthermore, the book explores applying Reinforcement Learning techniques to automatic algorithm generation.

Название: Серия "Программирование для всех" в 5 книгах
Автор(ы): разные
Издательство: Москва
Год: 2023-2024
Страниц: 1000+
Формат: fb2, pdf
Размер: 22 Мб
Язык: русский

Очень хочется стать программистом и войти в IT, но не знаете с чего начать? Поздравляю, в ваших руках учебник нового поколения – без кучи непонятных слов и кодов расскажем про инструменты и библиотеки для программирования на Python. И все это заправлено лайфхаками, вдохновляющими историями из мира настоящих хакеров и игрофикацией – потому что обучение не должно быть скучным.

Название: Профессиональный онлайн-курс Vite
Автор: Коллектив
Издательство: HTML Academy
Год: 2024
Формат: HTML
Страниц: много
Размер: 144 Mb
Язык: Русский

Vite — свежий и быстрый инструмент сборки для фронтенда и серверной части приложения. Vite обладает собственной экосистемой с плагинами, CLI и даже фреймворком для тестирования кода Vitest. Сейчас Vite продолжает стремительно набирать популярность — его используют более трёх миллионов разработчиков по всему миру, поэтому этот инструмент точно стоит изучить.

Название: Django Python for Web Development: A Middle-Level Guide to Enhancing Your Django Skills
Автор: Arthur Wetherby
Издательство: Independently published
Год: 2024
Страниц: 247
Язык: английский
Формат: epub
Размер: 12.7 MB

Unlock the full potential of your web development skills with "Django Python for Web Development: A Middle-Level Guide to Enhancing Your Django Skills." This indispensable resource is perfectly crafted for developers who have grasped the basics of Django and are ready to elevate their proficiency to the next level. Django, a high-level Python framework, is designed to facilitate fast and efficient web development. It adheres to the "don't repeat yourself" (DRY) principle, aiming to simplify the development process by minimizing redundant coding tasks. This recapitulation of basic Django concepts will provide clarity on its architecture, primary functionalities, and core components, making it a favored framework among web developers. Dive deeper into the world of Django as this guide takes you through advanced concepts and techniques that are essential for building robust, efficient, and scalable web applications. Learn how to leverage Django's security features to build safer applications and explore how to optimize your site's performance for real-world use.

Название: Книга Kaggle. Машинное обучение и анализ данных
Автор: Банахевич К., Массарон Л.
Издательство: СПб.: БХВ-Петербург
Год: 2024
Формат: pdf
Страниц: 448
Размер: 106 mb
Язык: Русский

Книга рассказывает о продвинутых приёмах машинного обучения и науки о данных (data science) на основе задач, решаемых на всемирно известной платформе Kaggle. Показано (в том числе на примере увлекательных интервью с Kaggle-гроссмейстерами), как устроена платформа Kaggle и проводимые на ней соревнования. Изложенный материал позволяет развить необходимые навыки и собрать портфолио по машинному обучению, анализу данных, обработке естественного языка, работе с множествами.

Название: Python для сложных задач. Наука о данных и машинное обучение
Автор: Дж. Вандер Плас
Издательство: Питер
Год: 2018
Страниц: 576, ил.
Язык: Русский
Формат: pdf
Размер: 10,6 Mb

Книга «Python Data Science Handbook» - это подробное руководство по самым разным вычислительным и статистическим методам, без которых немыслима любая интенсивная обработка данных, научные исследования и передовые разработки.

Название: Coding and Programming Tricks & Tips - 20th Edition 2024
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2024
Язык: английский
Формат: pdf
Размер: 44.9 MB

Coding and Programming Tricks & Tips is the perfect digital publication for the user that wants to take their skill set to the next level. Do you want to enhance your user experience? Or wish to gain insider knowledge? Do you want to learn directly from experts in their field? Learn the numerous short cuts that the professionals use? Over the pages of this new advanced user guide you will learn everything you will need to know to become a more confident, better skilled and experienced owner. A user that will make the absolute most of their software and ultimately their coding skills themselves. An achievment you can earn by simply enabling us to exclusively help and teach the abilities we have gained over our decades of experience.