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Transformers for Machine Learning

A Deep Dive

de Uday Kamath, Wael Emara, Kenneth Graham ...

Series series Chapman & Hall/CRC Machine Learning & Pattern Recognition
Transformers are becoming a core part of many neural network architectures, employed in a wide range of applications such as NLP, Speech Recognition, Time Series, and Computer Vision. Transformers have gone through many adaptations and alterations, resulting in newer techniques and methods. Transformers for Machine Learning: A Deep Dive is the first comprehensive book on transformers.Key Features ... Leer más

$66.99 USD

Transformers are becoming a core part of many neural network architectures, employed in a wide range of applications such as NLP, Speech Recognition, Time Series, and Computer Vision. Transformers have gone through many adaptations and alterations, resulting in newer techniques and methods. Transformers for Machine Learning: A Deep Dive is the first comprehensive book on transformers.Key Features
... Leer más
Operator Training Simulator Handbook

Best practices for developing and investing in OTS

de Joseph Philip ...

Make the most of OTS systems in operator training and engineeringKey FeaturesLearn OTS project delivery best practices from the author's 30 years of experienceExplore use cases to understand how your OTS systems can maximize ROI for usersDiscover how to best develop OTS training models for developers and usersBook DescriptionOperator training simulators in the process industry have been around ... Leer más

$44.99 USD o gratis con Kobo Plus

Make the most of OTS systems in operator training and engineeringKey FeaturesLearn OTS project delivery best practices from the author's 30 years of experienceExplore use cases to understand how your OTS systems can maximize ROI for usersDiscover how to best develop OTS training models for developers and usersBook DescriptionOperator training simulators in the process industry have been around
... Leer más
Data Science e Machine Learning

Dai dati alla conoscenza

de Michele di Nuzzo ...

Estrarre conoscenza dalle informazioni attraverso l’analisi dei dati: quella del data scientist è stata definita la professione più attraente del XXI secolo. Analizzare le relazioni tra i dati, scoprire nuove informazioni e, con l'aiuto del machine learning, sfruttare l’enorme potenziale che vi si nasconde costruendo modelli previsionali.In questo libro illustriamo le tecniche di analisi dei dati ... Leer más

$11.64 USD

Estrarre conoscenza dalle informazioni attraverso l’analisi dei dati: quella del data scientist è stata definita la professione più attraente del XXI secolo. Analizzare le relazioni tra i dati, scoprire nuove informazioni e, con l'aiuto del machine learning, sfruttare l’enorme potenziale che vi si nasconde costruendo modelli previsionali.In questo libro illustriamo le tecniche di analisi dei dati
... Leer más
Entity Information Life Cycle for Big Data

Master Data Management and Information Integration

de Yinle Zhou, John R. Talburt ...

Entity Information Life Cycle for Big Data walks you through the ins and outs of managing entity information so you can successfully achieve master data management (MDM) in the era of big data. This book explains big data's impact on MDM and the critical role of entity information management system (EIMS) in successful MDM. Expert authors Dr. John R. Talburt and Dr. Yinle Zhou provide a thorough ... Leer más

$58.99 USD

Entity Information Life Cycle for Big Data walks you through the ins and outs of managing entity information so you can successfully achieve master data management (MDM) in the era of big data. This book explains big data's impact on MDM and the critical role of entity information management system (EIMS) in successful MDM. Expert authors Dr. John R. Talburt and Dr. Yinle Zhou provide a thorough
... Leer más
Julia for Data Analysis

de Bogumil Bogumil ...

Master core data analysis skills using Julia. Interesting hands-on projects guide you through time series data, predictive models, popularity ranking, and more.In Julia for Data Analysis you will learn how to:Read and write data in various formatsWork with tabular data, including subsetting, grouping, and transformingVisualize your dataBuild predictive modelsCreate data processing pipelinesCreate ... Leer más

$49.99 USD

Master core data analysis skills using Julia. Interesting hands-on projects guide you through time series data, predictive models, popularity ranking, and more.In Julia for Data Analysis you will learn how to:Read and write data in various formatsWork with tabular data, including subsetting, grouping, and transformingVisualize your dataBuild predictive modelsCreate data processing pipelinesCreate
... Leer más
Building Machine Learning Pipelines

de Hannes Hapke, Catherine Nelson ...

Companies are spending billions on machine learning projects, but it’s money wasted if the models can’t be deployed effectively. In this practical guide, Hannes Hapke and Catherine Nelson walk you through the steps of automating a machine learning pipeline using the TensorFlow ecosystem. You’ll learn the techniques and tools that will cut deployment time from days to minutes, so that you can focus ... Leer más

$48.99 USD

Companies are spending billions on machine learning projects, but it’s money wasted if the models can’t be deployed effectively. In this practical guide, Hannes Hapke and Catherine Nelson walk you through the steps of automating a machine learning pipeline using the TensorFlow ecosystem. You’ll learn the techniques and tools that will cut deployment time from days to minutes, so that you can focus
... Leer más
Writing and Querying MapReduce Views in CouchDB

Tools for Data Analysts

de Bradley Holt ...

If you want to use CouchDB to support real-world applications, you'll need to create MapReduce views that let you query this document-oriented database for meaningful data. With this short and concise ebook, you'll learn how to create a variety of MapReduce views to help you query and aggregate data in CouchDB’s large, distributed datasets.You'll get step-by-step instructions and lots of sample ... Leer más

$13.99 USD

If you want to use CouchDB to support real-world applications, you'll need to create MapReduce views that let you query this document-oriented database for meaningful data. With this short and concise ebook, you'll learn how to create a variety of MapReduce views to help you query and aggregate data in CouchDB’s large, distributed datasets.You'll get step-by-step instructions and lots of sample
... Leer más
Bad Data

Why We Measure the Wrong Things and Often Miss the Metrics That Matter

de Peter Schryvers ...

Highlights the pitfalls of data analysis and emphasizes the importance of using the appropriate metrics before making key decisions. Big data is often touted as the key to understanding almost every aspect of contemporary life. This critique of "information hubris" shows that even more important than data is finding the right metrics to evaluate it. The author, an expert in environmental design ... Leer más

$14.99 USD

Highlights the pitfalls of data analysis and emphasizes the importance of using the appropriate metrics before making key decisions. Big data is often touted as the key to understanding almost every aspect of contemporary life. This critique of "information hubris" shows that even more important than data is finding the right metrics to evaluate it. The author, an expert in environmental design
... Leer más
Learning Hunk

A quick, practical guide to rapidly visualizing and analyzing your Hadoop data using Hunk

de Dmitry Anoshin, Sergey Sheypak ...

Visualize and analyze your Hadoop data using HunkKey Features\[\*\] Explore your data in Hadoop and NoSQL data stores\[\*\] Create and optimize your reporting experience with advanced data visualizations and data analytics\[\*\] A comprehensive developer's guide that helps you create outstanding analytical solutions efficientlyBook DescriptionHunk is the big data analytics platform that lets you ... Leer más

$21.99 USD o gratis con Kobo Plus

Visualize and analyze your Hadoop data using HunkKey Features\[\*\] Explore your data in Hadoop and NoSQL data stores\[\*\] Create and optimize your reporting experience with advanced data visualizations and data analytics\[\*\] A comprehensive developer's guide that helps you create outstanding analytical solutions efficientlyBook DescriptionHunk is the big data analytics platform that lets you
... Leer más
Data Science Algorithms in a Week

Top 7 algorithms for scientific computing, data analysis, and machine learning

de David Natingga ...

Build a strong foundation of machine learning algorithms in 7 daysKey FeaturesUse Python and its wide array of machine learning libraries to build predictive modelsLearn the basics of the 7 most widely used machine learning algorithms within a weekKnow when and where to apply data science algorithms using this guideBook DescriptionMachine learning applications are highly automated and self ... Leer más

$34.99 USD o gratis con Kobo Plus

Build a strong foundation of machine learning algorithms in 7 daysKey FeaturesUse Python and its wide array of machine learning libraries to build predictive modelsLearn the basics of the 7 most widely used machine learning algorithms within a weekKnow when and where to apply data science algorithms using this guideBook DescriptionMachine learning applications are highly automated and self
... Leer más
Algorithms Unlocked

de Thomas H. Cormen ...

For anyone who has ever wondered how computers solve problems, an engagingly written guide for nonexperts to the basics of computer algorithms.Have you ever wondered how your GPS can find the fastest way to your destination, selecting one route from seemingly countless possibilities in mere seconds? How your credit card account number is protected when you make a purchase over the Internet? The ... Leer más

$21.99 USD

For anyone who has ever wondered how computers solve problems, an engagingly written guide for nonexperts to the basics of computer algorithms.Have you ever wondered how your GPS can find the fastest way to your destination, selecting one route from seemingly countless possibilities in mere seconds? How your credit card account number is protected when you make a purchase over the Internet? The
... Leer más
Managing Data as a Product

Design and build data-product-centered socio-technical architectures

de Andrea Gioia ...

Learn everything you need to know to manage data as a product and shift toward a more modular and decentralized socio-technical data architecture to deliver business value in an incremental, measurable, and sustainable way Free with your book: DRM-free PDF version + access to Packt's next-gen Reader\*Key FeaturesLeverage data-as-product to unlock the modular platform potential and fix flaws in ... Leer más

$32.99 USD o gratis con Kobo Plus

Learn everything you need to know to manage data as a product and shift toward a more modular and decentralized socio-technical data architecture to deliver business value in an incremental, measurable, and sustainable way Free with your book: DRM-free PDF version + access to Packt's next-gen Reader\*Key FeaturesLeverage data-as-product to unlock the modular platform potential and fix flaws in
... Leer más
XSLT Cookbook

Solutions and Examples for XML and XSLT Developers

de Sal Mangano ...

Forget those funky robot toys that were all the rage in the '80s, XSLT (Extensible Stylesheet Transformations) is the ultimate transformer. This powerful language is expert at transforming XML documents into PDF files, HTML documents, JPEG files--virtually anything your heart desires. As useful as XSLT is, though, most people have a difficult time learning its many peculiarities. And now Version 2 ... Leer más

$31.99 USD

Forget those funky robot toys that were all the rage in the '80s, XSLT (Extensible Stylesheet Transformations) is the ultimate transformer. This powerful language is expert at transforming XML documents into PDF files, HTML documents, JPEG files--virtually anything your heart desires. As useful as XSLT is, though, most people have a difficult time learning its many peculiarities. And now Version 2
... Leer más
Learning Jupyter

Select, Share, Interact and Integrate with Jupyter Notebook

de Toomey ...

Learn how to write code, mathematics, graphics, and output, all in a single document, as well as in a web browser using Project JupyterKey Features\[\*\] Learn to write, execute, and comment your live code and formulae all under one roof using this unique guide\[\*\] This one-stop solution on Project Jupyter will teach you everything you need to know to perform scientific computation with ease\[\* ... Leer más

$41.99 USD o gratis con Kobo Plus

Learn how to write code, mathematics, graphics, and output, all in a single document, as well as in a web browser using Project JupyterKey Features\[\*\] Learn to write, execute, and comment your live code and formulae all under one roof using this unique guide\[\*\] This one-stop solution on Project Jupyter will teach you everything you need to know to perform scientific computation with ease\[\*
... Leer más
Effective MySQL Optimizing SQL Statements

de Ronald Bradford ...

Series series Oracle Press
The Essential Guide to SQL Statement OptimizationWritten by Oracle ACE Director and MySQL expert Ronald Bradford, Effective MySQL: Optimizing SQL Statements is filled with detailed explanations and practical examples that can be applied immediately to improve database and application performances. Featuring a step-by-step approach to SQL optimization, this Oracle Press book helps you to analyze ... Leer más

$31.99 USD

The Essential Guide to SQL Statement OptimizationWritten by Oracle ACE Director and MySQL expert Ronald Bradford, Effective MySQL: Optimizing SQL Statements is filled with detailed explanations and practical examples that can be applied immediately to improve database and application performances. Featuring a step-by-step approach to SQL optimization, this Oracle Press book helps you to analyze
... Leer más
Learn Grafana 7.0

A beginner's guide to getting well versed in analytics, interactive dashboards, and monitoring

de Eric Salituro ...

A comprehensive introduction to help you get up and running with creating interactive dashboards to visualize and monitor time-series data in no timeKey FeaturesInstall, set up, and configure Grafana for real-time data analysis and visualizationVisualize and monitor data using data sources such as InfluxDB, Prometheus, and ElasticsearchExplore Grafana's multi-cloud support with Microsoft Azure, ... Leer más

$53.99 USD o gratis con Kobo Plus

A comprehensive introduction to help you get up and running with creating interactive dashboards to visualize and monitor time-series data in no timeKey FeaturesInstall, set up, and configure Grafana for real-time data analysis and visualizationVisualize and monitor data using data sources such as InfluxDB, Prometheus, and ElasticsearchExplore Grafana's multi-cloud support with Microsoft Azure,
... Leer más
Mulheres invisíveis

O viés dos dados em um mundo projetado para homens

de Caroline Criado Perez ...

Traducido por Renata Guerra ...

Como a coleta e o uso dos dados contribuem para o enorme desequilíbrio entre as experiências de homens e mulheres na sociedadeDesde o controle do fogo e o domínio da agricultura até as evoluções tecnológicas da atualidade, as conquistas dos seres humanos sempre começaram com a observação do mundo, algo conhecido hoje como coleta de dados. Como base da ciência, são os dados que determinam a ... Leer más

$11.99 USD

Como a coleta e o uso dos dados contribuem para o enorme desequilíbrio entre as experiências de homens e mulheres na sociedadeDesde o controle do fogo e o domínio da agricultura até as evoluções tecnológicas da atualidade, as conquistas dos seres humanos sempre começaram com a observação do mundo, algo conhecido hoje como coleta de dados. Como base da ciência, são os dados que determinam a
... Leer más
Big Data Ethics in Research

de Nicolae Sfetcu ...

The main problems faced by scientists in working with Big Data sets, highlighting the main ethical issues, taking into account the legislation of the European Union. After a brief Introduction to Big Data, the Technology section presents specific research applications. There is an approach to the main philosophical issues in Philosophical Aspects, and Legal Aspects with specific ethical issues in ... Leer más

Gratis

The main problems faced by scientists in working with Big Data sets, highlighting the main ethical issues, taking into account the legislation of the European Union. After a brief Introduction to Big Data, the Technology section presents specific research applications. There is an approach to the main philosophical issues in Philosophical Aspects, and Legal Aspects with specific ethical issues in
... Leer más
L’éthique des mégadonnées (Big Data) en recherche

de Nicolae Sfetcu ...

Les principaux problèmes rencontrés par les scientifiques qui travaillent avec des ensembles de données massives (mégadonnées, Big Data), en soulignant les principaux problèmes éthiques, tout en tenant compte de la législation de l'Union européenne. Après une brève Introduction au Big Data, la section Technologie présente les applications spécifiques de la recherche. Il suit une approche des ... Leer más

Gratis

Les principaux problèmes rencontrés par les scientifiques qui travaillent avec des ensembles de données massives (mégadonnées, Big Data), en soulignant les principaux problèmes éthiques, tout en tenant compte de la législation de l'Union européenne. Après une brève Introduction au Big Data, la section Technologie présente les applications spécifiques de la recherche. Il suit une approche des
... Leer más
The Data Science Handbook

de Field Cady ...

Practical, accessible guide to becoming a data scientist, updated to include the latest advances in data science and related fields.Becoming a data scientist is hard. The job focuses on mathematical tools, but also demands fluency with software engineering, understanding of a business situation, and deep understanding of the data itself. This book provides a crash course in data science, combining ... Leer más

$62.00 USD

Practical, accessible guide to becoming a data scientist, updated to include the latest advances in data science and related fields.Becoming a data scientist is hard. The job focuses on mathematical tools, but also demands fluency with software engineering, understanding of a business situation, and deep understanding of the data itself. This book provides a crash course in data science, combining
... Leer más
MySQL 8 Administrator???s Guide

Effective guide to administering high-performance MySQL 8 solutions

de Chintan Mehta, Hetal Oza, Subhash Shah, Ravi Shah ...

Step by step guide to monitor, manage, and secure your database engineKey FeaturesYour companion to master all the administration-related tasks in MySQL 8Ensure high performance and high availability of your MySQL solution using effective replication and backup techniquesA comprehensive guide to performing query optimization, security and a whole host of other administrative tasks in MySQL 8Book ... Leer más

$34.99 USD o gratis con Kobo Plus

Step by step guide to monitor, manage, and secure your database engineKey FeaturesYour companion to master all the administration-related tasks in MySQL 8Ensure high performance and high availability of your MySQL solution using effective replication and backup techniquesA comprehensive guide to performing query optimization, security and a whole host of other administrative tasks in MySQL 8Book
... Leer más
Business Intelligence Strategy and Big Data Analytics

A General Management Perspective

de Steve Williams ...

Business Intelligence Strategy and Big Data Analytics is written for business leaders, managers, and analysts - people who are involved with advancing the use of BI at their companies or who need to better understand what BI is and how it can be used to improve profitability. It is written from a general management perspective, and it draws on observations at 12 companies whose annual revenues ... Leer más

$35.99 USD

Business Intelligence Strategy and Big Data Analytics is written for business leaders, managers, and analysts - people who are involved with advancing the use of BI at their companies or who need to better understand what BI is and how it can be used to improve profitability. It is written from a general management perspective, and it draws on observations at 12 companies whose annual revenues
... Leer más
Data Architecture

From Zen to Reality

de Charles Tupper ...

Data Architecture: From Zen to Reality explains the principles underlying data architecture, how data evolves with organizations, and the challenges organizations face in structuring and managing their data. Using a holistic approach to the field of data architecture, the book describes proven methods and technologies to solve the complex issues dealing with data. It covers the various applied ... Leer más

$58.99 USD

Data Architecture: From Zen to Reality explains the principles underlying data architecture, how data evolves with organizations, and the challenges organizations face in structuring and managing their data. Using a holistic approach to the field of data architecture, the book describes proven methods and technologies to solve the complex issues dealing with data. It covers the various applied
... Leer más
MySQL Cookbook

Solutions for Database Developers and Administrators

de Sveta Smirnova, Alkin Tezuysal ...

For MySQL, the price of popularity comes with a flood of questions from users on how to solve specific data-related issues. That's where this cookbook comes in. When you need quick solutions or techniques, this handy resource provides scores of short, focused pieces of code, hundreds of worked-out examples, and clear, concise explanations for programmers who don't have the time (or expertise) to ... Leer más

$55.99 USD

For MySQL, the price of popularity comes with a flood of questions from users on how to solve specific data-related issues. That's where this cookbook comes in. When you need quick solutions or techniques, this handy resource provides scores of short, focused pieces of code, hundreds of worked-out examples, and clear, concise explanations for programmers who don't have the time (or expertise) to
... Leer más

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