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.

Название: Hands-on Cloud Analytics with Microsoft Azure Stack: Transform Your Data to Derive Powerful Insights Using Microsoft Azure
Автор: Prashila Naik
Издательство: BPB Publications
Год: 2021
Формат: True (PDF, ePUB)
Страниц: 739
Размер: 11,1 Mb
Язык: English

Data is the key input for Analytics. Building and implementing data platforms such as Data Lakes, modern Data Marts, and Analytics at scale require the right cloud platform that Azure provides through its services.
The book starts by sharing how analytics has evolved and continues to evolve. Following the introduction, you will deep dive into ingestion technologies. You will learn about Data processing services in Azure. You will next learn about what is meant by a Data Lake and understand how Azure Data Lake Storage is used for analytical workloads.

Название: Профессиональное руководство по Transact-SQL
Автор: Хендерсон К.
Издательство: СПб.: Питер
Год: 2005
Cтраниц: 560
Формат: pdf
Размер: 23 мб
Язык: русский

Книга предназначена для программистов. Она написана, чтобы помочь разработчикам создавать приложения, в которых используется Transact-SQL и посвящена разработке высококачественного Transact-SQL-кода независимо от того, для каких приложений он создается. В этой книге широко используются примеры баз данных из поставки SQL Server.

Название: Дизайн-системы для фронтендеров
Автор: Коллектив
Издательство: HTML Academy
Год: 2022
Формат: HTML, EPUB
Страниц: много
Размер: 71 Mb
Язык: Русский

Умение выделять систему из дизайна и переносить её в код сокращает время на создание новых частей больших продуктов. Даже на небольших проектах такие системы упрощают процесс разработки и поддержки.