Название: Guerrilla Data Analysis Using Microsoft Excel: Overcoming Crap Data and Excel Skirmishes, 3rd Edition
Автор: Oz Du Soleil & Bill Jelen
Издательство: Tickling Keys
Год: 2022
Формат: PDF
Страниц: 277
Размер: 31,4 Mb
Язык: English

Guerrilla Data Analysis Using Microsoft Excel: Excel Skirmishes and Conquering Crap Data Third Ed. goes beyond Excel tips & tricks and includes real world warnings and case studies.
When asked about the motivation for this book, Oz replied: “this is for the person who’s been thrown into the fire with Excel and data. They may not have a background for this work but they still have to perform because the world doesn’t wait for you to graduate from beginner to intermediate and then to advanced. No. You have to perform and deliver.”
In other words, GDA3 is a survival guide whether you’re new to Excel or a longtime professional who needs a reference guide. The book is light and quick, giving you bite-sized lessons, but going deep on critical topics like pivot tables and Power Query.

Название: CockroachDB: The Definitive Guide: Distributed Data at Scale
Автор: Guy Harrison, Jesse Seldess, and Ben Darnell
Издательство: O’Reilly Media
Год: 2022
Формат: True PDF
Страниц: 488
Размер: 16,2 Mb
Язык: English

Get the lowdown on CockroachDB, the distributed SQL database built to handle the demands of today's data-driven cloud applications. In this hands-on guide, software developers, architects, and DevOps/SRE teams will learn how to use CockroachDB to create applications that scale elastically and provide seamless delivery for end users while remaining indestructible. Teams will also learn how to migrate existing applications to CockroachDB's performant, cloud-native data architecture.
If you're familiar with distributed systems, you'll quickly discover the benefits of strong data correctness and consistency guarantees as well as optimizations for delivering ultra low latencies to globally distributed end users.

Название: Learning Modern Linux: A Handbook for the Cloud Native Practitioner
Автор: Michael Hausenblas
Издательство: O’Reilly Media
Год: 2022
Формат: True PDF
Страниц: 261
Размер: 10 Mb
Язык: English

If you use Linux in development or operations and need a structured approach to help you dive deeper, this book is for you. Author Michael Hausenblas also provides tips and tricks for improving your workflow with this open source operating system. Whether you're a developer, software architect, or site reliability engineer, this hands-on guide focuses on ways to use Linux for your everyday needs, from development to office-related tasks.

Название: AI for Physics
Автор: Volker Knecht
Издательство: CRC Press
Год: 2023
Страниц: 149
Размер: 10,48 МБ
Формат: PDF
Язык: English

Written in accessible language without mathematical formulas, this short book provides an overview of the wide and varied applications of artificial intelligence (AI) across the spectrum of physical sciences. Focusing in particular on AI's ability to extract patterns from data, known as machine learning (ML), the book includes a chapter on important machine learning algorithms and their respective applications in physics.

Название: Ценность ваших данных
Автор: Николай Скворцов, Александр Константинов, Сергей Кузнецов
Издательство: Альпина паблишер
Год: 2022
Формат: fb2, rtf
Размер: 20 Мб
Качество: Хорошее
Язык: Русский

Что такое данные и как они появляются? Как их хранить и преобразовывать? Как извлечь ценность из имеющихся информационных ресурсов и непрерывно ее повышать? Как ускорить импортозамещение? Как наладить управление данными, чтобы достойно противостоять дизруптивным воздействиям? Все это и многое другое вы найдете в книге «Ценность ваших данных».
Книга состоит из двух частей. В первой прослеживается смена парадигм в отношении к данным, происходившая от первой научной революции до четвертой промышленной.

Название: Excel in Complex Variables with the Complex Variable Boundary Element Method
Автор: Bryce D. Wilkins, Theodore V. Hromadka II
Издательство: WIT Press
Год: 2021
Формат: True PDF
Страниц: 290
Размер: 97 Mb
Язык: English

Using the familiar software Microsoft (R) Excel, this book examines the applications of complex variables. Implementation of the included problems in Excel eliminates the "black box" nature of more advanced computer software and programming languages and therefore the reader has the chance to become more familiar with the underlying mathematics of the complex variable problems.

Название: Implementation of Machine Learning Algorithms Using Control-Flow and Dataflow Paradigms
Автор: Veljko Milutinovic, Nenad Mitic, Aleksandar Kartelj, Milos Kotlar
Издательство: IGI Global
Год: 2022
Страниц: 306
Размер: 10.99 МБ
Формат: PDF
Язык: English

Based on current literature and cutting-edge advances in the machine learning field, there are four algorithms whose usage in new application domains must be explored: neural networks, rule induction algorithms, tree-based algorithms, and density-based algorithms. A number of machine learning related algorithms have been derived from these four algorithms. Consequently, they represent excellent underlying methods for extracting hidden knowledge from unstructured data, as essential data mining tasks.

Название: Освой самостоятельно SQL. 10 минут на урок
Автор: Форта Б.
Издательство: М.: Вильямс
Год: 2005 - 3-е изд.
Cтраниц: 288
Формат: pdf
Размер: 12 мб
Язык: русский

Данная книга поможет вам в кратчайшие сроки освоить SQL — самый популярный язык баз данных. Начиная с простых запросов на выборку данных, автор урок за уроком рассматривает все более сложные темы, такие как: использование операций объединения, подзапросы, хранимые процедуры, индексы, триггеры и ограничения. На изучение материала каждого урока вам потребуется не более 10 минут.

Название: Information Systems Today: Managing the Digital World, Ninth Edition, Global Edition
Автор: Joseph Valacich, Christoph Schneider, Matthew Hashim
Издательство: Pearson Education
Год: 2023
Страниц: 569
Размер: 72.35 МБ
Формат: PDF
Язык: English

A modern, case study-based exploration of Management Information Systems. Information Systems Today: Managing in the Digital World opens each chapter with a case study so students can quickly understand how and why information systems are essential in today's evolving business landscape. The authors selected cases that highlight real-world companies, technologies, and issues that illuminate the chapter topics.

Название: Visual Domain Adaptation in the Deep Learning Era
Автор: Gabriela Csurka, Timothy M. Hospedales, Mathieu Salzmann, Tatiana Tommasi
Издательство: Morgan & Claypool
Год: 2022
Страниц: 190
Размер: 10.82 МБ
Формат: PDF
Язык: English

Solving problems with deep neural networks typically relies on massive amounts of labeled training data to achieve high performance. While in many situations huge volumes of unlabeled data can be and often are generated and available, the cost of acquiring data labels remains high. Transfer learning (TL), and in particular domain adaptation (DA), has emerged as an effective solution to overcome the burden of annotation, exploiting the unlabeled data available from the target domain together with labeled data or pre-trained models from similar, yet different source domains.