Litgu.ru - Литературный Гуру

Название: Машинное обучение с участием человека
Автор: Монарх (Манро) Р.
Издательство: ДМК Пресс
Год: 2022
Формат: pdf
Страниц: 500
Размер: 13,2 Мб
Язык: русский

Приложения машинного обучения демонстрируют лучшую эффективность при наличии обратной связи с человеком. Привлечение к работе подходящих сотрудников повышает точность моделей, уменьшает количество ошибок в данных, сокращает расходы и помогает ускорить выпуск моделей. В книге изложены методики эффективной совместной работы людей и машин. Здесь вы найдете лучшие практики по выбору образцов данных для обратной связи с человеком, контролю качества аннотаций человека и разработке интерфейсов аннотаций. Вы научитесь создавать обучающие данные для маркировки, распознавания объектов, семантической сегментации, маркировки последовательностей и многого другого. Книга начинается с основ и переходит к продвинутым методам, таким как обучение переноса и самоконтроль в рабочих процессах аннотирования.

Название: Data Mesh in Action
Автор: Marian Siwiak, Jacek Majchrzak and Sven Balnojan
Издательство: Manning Publications
Год: 2022 MEAP V4
Формат: True PDF
Страниц: 309
Размер: 13,5 Mb
Язык: English

Revolutionize the way your organization approaches data with a data mesh! This new decentralized architecture outpaces monolithic lakes and warehouses and can work for a company of any size. Data Mesh in Action teaches you to establish a data mesh in organizations of any size. The book avoids a dogmatic one-size-fits-all approach and utilizes flexible "sliders" to adjust a data mesh to your company's specific needs. You'll learn processes and facilitative leadership techniques that will help change the way your colleagues think about data.

Название: How to Read Java: Understanding, Debugging, and Optimizing Jvm Applications
Автор: Laurentiu Spilca
Издательство: Manning Publications
Год: 2022 MEAP V3
Формат: True PDF
Страниц: 126
Размер: 12,9 Mb
Язык: English

Effectively reading and understanding existing code is a developer's superpower. In this book, you'll master techniques for code profiling, advanced debugging, and log evaluation to find and fix bugs and performance problems.
How To Read Java: Understanding, debugging, and optimizing JVM applications teaches you how to better understand Java application code. It's filled with code investigation techniques for tricky issues like uncovering glitches in code logic or locating intermittent runtime problems.

Название: Experimentation for Engineers: From A/B Testing to Bayesian Optimization (MEAP)
Автор: David Sweet
Издательство: Manning Publications
Год: 2022 MEAP V6
Формат: True PDF
Страниц: 211
Размер: 10 Mb
Язык: English

Learn practical and modern experimental methods used by engineers in technology and trading.
Experimentation for Engineers: From A/B testing to Bayesian optimization is a toolbox for optimizing machine learning systems, quantitative trading strategies, and more. You'll start with a deep dive into tests like A/B testing, and then graduate to advanced techniques used to measure performance in highly competitive industries like finance and social media. The tests in this unique, practical guide will quickly reveal which approaches and features deliver real results for your business.

Название: MLOps Engineering at Scale
Автор: Carl Osipov
Издательство: Manning Publications
Год: 2022
Формат: True PDF, ePUB
Страниц: 344
Размер: 13,8 Mb
Язык: English

MLOps Engineering at Scale teaches you how to implement efficient machine learning systems using pre-built services from AWS and other cloud vendors. This easy-to-follow book guides you step-by-step as you set up your serverless ML infrastructure, even if you’ve never used a cloud platform before. You’ll also explore tools like PyTorch Lightning, Optuna, and MLFlow that make it easy to build pipelines and scale your deep learning models in production.

Название: PostGIS in Action, Third Edition
Автор: Regina O. Obe and Leo S. Hsu
Издательство: Manning Publications
Год: 2021
Формат: True PDF
Страниц: 704
Размер: 45,3 Mb
Язык: English

PostGIS in Action, Third Edition teaches you to solve real-world geodata problems. It first gives you a background in vector-, raster-, and topology-based GIS and then quickly moves into analyzing, viewing, and mapping data. You'll learn how to optimize queries for maximum speed, simplify geometries for greater efficiency, and create custom functions for your own applications. You'll also learn how to apply your existing GIS knowledge to PostGIS and integrate with other GIS tools.

Название: Mathematics, Physics & Chemistry With The Wolfram Language
Автор: S M Blinder
Издательство: World Scientific
Год: 2022
Страниц: 444
Размер: 79,09 МБ
Формат: PDF
Язык: English

The Wolfram language is the programming language of Mathematica, used increasingly by scientists due to its ease of learning and user-friendliness. This book focuses on applications of the Wolfram language to applied mathematics, physics and chemistry. Topics discussed are broad and comprehensive, from differential equations and special functions to fractals and chess, from electromagnetism and optics to relativity and black holes.

Название: Fluent Python: Clear, Concise and Effective programming, 2nd Edition
Автор: Luciano Ramalho
Издательство: O’Reilly Media
Год: 2022
Формат: True PDF, ePUB
Страниц: 1011
Размер: 15,6 Mb, 10 Mb
Язык: English

Python’s simplicity lets you become productive quickly, but often this means you aren’t using everything it has to offer. With the updated edition of this hands-on guide, you’ll learn how to write effective, modern Python 3 code by leveraging its best ideas.
Don’t waste time bending Python to fit patterns you learned in other languages. Discover and apply idiomatic Python 3 features beyond your past experience. Author Luciano Ramalho guides you through Python’s core language features and libraries and teaches you how to make your code shorter, faster, and more readable.

Название: Data Mesh
Автор: Zhamak Dehghani
Издательство: O’Reilly Media
Год: 2022
Формат: True PDF
Страниц: 387
Размер: 53 Mb
Язык: English

Many enterprises are investing in a next-generation data lake, hoping to democratize data at scale to provide business insights and ultimately make automated intelligent decisions. In this practical book, author Zhamak Dehghani reveals that, despite the time, money, and effort poured into them, data warehouses and data lakes fail when applied at the scale and speed of todayâ??s organizations. A distributed data mesh is a better choice.
Dehghani guides architects, technical leaders, and decision makers on their journey from monolithic big data architecture to a sociotechnical paradigm that draws from modern distributed architecture.

Название: SwiftUI Essentials - iOS 15 Edition: Learn to Develop iOS Apps Using SwiftUI, Swift 5.5 and Xcode 13
Автор: Neil Smyth
Издательство: Payload Media
Год: 2022
Формат: True PDF
Страниц: 526
Размер: 40 Mb
Язык: English

The goal of this book is to teach the skills necessary to build iOS 15 applications using SwiftUI, Xcode 13 and the Swift 5.5 programming language. Beginning with the basics, this book provides an outline of the steps necessary to set up an iOS development environment together with an introduction to the use of Swift Playgrounds to learn and experiment with Swift.
The book also includes in-depth chapters introducing the Swift 5.5 programming language including data types, control flow, functions, object-oriented programming, property wrappers, structured concurrency, and error handling.