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Ensuring the Integrity of Electronic Health Records

The Best Practices for E-records Compliance

de Orlando López ...

Data integrity is a critical aspect to the design, implementation, and usage of any system which stores, processes, or retrieves data. The overall intent of any data integrity technique is the same: ensure data is recorded exactly as intended and, upon later retrieval, ensure the data is the same as it was when originally recorded. Any alternation to the data is then traced to the person who made ... Leer más

$73.99 USD

Data integrity is a critical aspect to the design, implementation, and usage of any system which stores, processes, or retrieves data. The overall intent of any data integrity technique is the same: ensure data is recorded exactly as intended and, upon later retrieval, ensure the data is the same as it was when originally recorded. Any alternation to the data is then traced to the person who made
... Leer más
Deployment and Operation of Complex Software in Heterogeneous Execution Environments

The SODALITE Approach

Edición de Elisabetta Di Nitto, Jesús Gorroñogoitia Cruz, Indika Kumara, Dragan Radolović, Kamil Tokmakov, Zoe Vasileiou ...

Series series Computer Science (R0)
This open access book provides an overview of the work developed within the SODALITE project, which aims at facilitating the deployment and operation of distributed software on top of heterogeneous infrastructures, including cloud, HPC and edge resources. The experts participating in the project describe how SODALITE works and how it can be exploited by end users. While multiple languages and ... Leer más

Gratis

This open access book provides an overview of the work developed within the SODALITE project, which aims at facilitating the deployment and operation of distributed software on top of heterogeneous infrastructures, including cloud, HPC and edge resources. The experts participating in the project describe how SODALITE works and how it can be exploited by end users. While multiple languages and
... Leer más
The Economics of Data, Analytics, and Digital Transformation

The theorems, laws, and empowerments to guide your organization's digital transformation

de Bill Schmarzo ...

Build a continuously learning and adapting organization that can extract increasing levels of business, customer and operational value from the amalgamation of data and advanced analytics such as AI and Machine LearningKey FeaturesMaster the Big Data Business Model Maturity Index methodology to transition to a value-driven organizational mindsetAcquire implementable knowledge on digital ... Leer más

$34.99 USD o gratis con Kobo Plus

Build a continuously learning and adapting organization that can extract increasing levels of business, customer and operational value from the amalgamation of data and advanced analytics such as AI and Machine LearningKey FeaturesMaster the Big Data Business Model Maturity Index methodology to transition to a value-driven organizational mindsetAcquire implementable knowledge on digital
... Leer más
Mastering spaCy

An end-to-end practical guide to implementing NLP applications using the Python ecosystem

de Duygu Altinok ...

Build end-to-end industrial-strength NLP models using advanced morphological and syntactic features in spaCy to create real-world applications with easeKey FeaturesGain an overview of what spaCy offers for natural language processingLearn details of spaCy's features and how to use them effectivelyWork through practical recipes using spaCyBook DescriptionspaCy is an industrial-grade, efficient NLP ... Leer más

$37.99 USD o gratis con Kobo Plus

Build end-to-end industrial-strength NLP models using advanced morphological and syntactic features in spaCy to create real-world applications with easeKey FeaturesGain an overview of what spaCy offers for natural language processingLearn details of spaCy's features and how to use them effectivelyWork through practical recipes using spaCyBook DescriptionspaCy is an industrial-grade, efficient NLP
... Leer más
Scala and Spark for Big Data Analytics

Explore the concepts of functional programming, data streaming, and machine learning

de Md. Rezaul Karim, Sridhar Alla ...

Harness the power of Scala to program Spark and analyze tonnes of data in the blink of an eye!Key Features\[\*\]Learn Scala’s sophisticated type system that combines Functional Programming and object-oriented concepts\[\*\]Work on a wide array of applications, from simple batch jobs to stream processing and machine learning\[\*\]Explore the most common as well as some complex use-cases to perform ... Leer más

$54.99 USD o gratis con Kobo Plus

Harness the power of Scala to program Spark and analyze tonnes of data in the blink of an eye!Key Features\[\*\]Learn Scala’s sophisticated type system that combines Functional Programming and object-oriented concepts\[\*\]Work on a wide array of applications, from simple batch jobs to stream processing and machine learning\[\*\]Explore the most common as well as some complex use-cases to perform
... Leer más
Hands-On Data Analysis with Pandas

A Python data science handbook for data collection, wrangling, analysis, and visualization

de Stefanie Molin ...

Get to grips with pandas by working with real datasets and master data discovery, data manipulation, data preparation, and handling data for analytical tasksKey FeaturesPerform efficient data analysis and manipulation tasks using pandas 1.xApply pandas to different real-world domains with the help of step-by-step examplesMake the most of pandas as an effective data exploration toolBook ... Leer más

$49.99 USD o gratis con Kobo Plus

Get to grips with pandas by working with real datasets and master data discovery, data manipulation, data preparation, and handling data for analytical tasksKey FeaturesPerform efficient data analysis and manipulation tasks using pandas 1.xApply pandas to different real-world domains with the help of step-by-step examplesMake the most of pandas as an effective data exploration toolBook
... Leer más
Mastering Blockchain

Deeper insights into decentralization, cryptography, Bitcoin, and popular Blockchain frameworks

de Imran Bashir ...

Learn about cryptography and cryptocurrencies so you can build highly secure, decentralized applications and conduct trusted in-app transactionsKey Features\[\*\]Get to grips with the underlying technical principles and implementations of blockchain.\[\*\]Build powerful applications using Ethereum to secure transactions and create smart contracts.\[\*\]Explore cryptography, mine cryptocurrencies, ... Leer más

$41.99 USD o gratis con Kobo Plus

Learn about cryptography and cryptocurrencies so you can build highly secure, decentralized applications and conduct trusted in-app transactionsKey Features\[\*\]Get to grips with the underlying technical principles and implementations of blockchain.\[\*\]Build powerful applications using Ethereum to secure transactions and create smart contracts.\[\*\]Explore cryptography, mine cryptocurrencies,
... Leer más
Modern R Programming Cookbook

Recipes to simplify your statistical applications

de Jaynal Abedin ...

Recipes for emerging developers in R programming and data scientists to simplify their R programming capabilitiesKey FeaturesDevelop strategies to speed up your R codeTackle programming problems and explore both functional and object-oriented programming techniquesLearn how to address the core problems of programming in R with the most popular R packages for common tasksBook DescriptionR is a ... Leer más

$37.99 USD o gratis con Kobo Plus

Recipes for emerging developers in R programming and data scientists to simplify their R programming capabilitiesKey FeaturesDevelop strategies to speed up your R codeTackle programming problems and explore both functional and object-oriented programming techniquesLearn how to address the core problems of programming in R with the most popular R packages for common tasksBook DescriptionR is a
... Leer más
Building Medallion Architectures

Designing with Delta Lake and Spark

de Piethein Strengholt ...

To deliver the insights that give them a competitive advantage, organizations increasingly turn to the proven Medallion architecture. Yet implementing a robust data architecture can be difficult, particularly when it comes to using the Medallion architecture's Bronze, Silver, and Gold layers—done wrong, it can hamper your ability to make data-driven decisions. This practical guide helps you build ... Leer más

$36.99 USD

To deliver the insights that give them a competitive advantage, organizations increasingly turn to the proven Medallion architecture. Yet implementing a robust data architecture can be difficult, particularly when it comes to using the Medallion architecture's Bronze, Silver, and Gold layers—done wrong, it can hamper your ability to make data-driven decisions. This practical guide helps you build
... Leer más
Number-Crunching

Taming Unruly Computational Problems from Mathematical Physics to Science Fiction

de Paul J. Nahin ...

More stimulating mathematics puzzles from bestselling author Paul NahinHow do technicians repair broken communications cables at the bottom of the ocean without actually seeing them? What's the likelihood of plucking a needle out of a haystack the size of the Earth? And is it possible to use computers to create a universal library of everything ever written or every photo ever taken? These are ... Leer más

$21.59 USD

More stimulating mathematics puzzles from bestselling author Paul NahinHow do technicians repair broken communications cables at the bottom of the ocean without actually seeing them? What's the likelihood of plucking a needle out of a haystack the size of the Earth? And is it possible to use computers to create a universal library of everything ever written or every photo ever taken? These are
... 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
Practical Data Science with R, Second Edition

de John Mount, Nina Zumel ...

SummaryPractical Data Science with R, Second Edition takes a practice-oriented approach to explaining basic principles in the ever expanding field of data science. You’ll jump right to real-world use cases as you apply the R programming language and statistical analysis techniques to carefully explained examples based in marketing, business intelligence, and decision support.About the ... Leer más

$49.99 USD

SummaryPractical Data Science with R, Second Edition takes a practice-oriented approach to explaining basic principles in the ever expanding field of data science. You’ll jump right to real-world use cases as you apply the R programming language and statistical analysis techniques to carefully explained examples based in marketing, business intelligence, and decision support.About the
... Leer más
Causal AI

de Robert Osazuwa Ness ...

Build AI models that can reliably deliver causal inference.How do you know what might have happened, had you done things differently? Causal AI gives you the insight you need to make predictions and control outcomes based on causal relationships instead of pure correlation, so you can make precise and timely interventions. Causal AI is a practical introduction to building AI models that can reason ... Leer más

$58.99 USD

Build AI models that can reliably deliver causal inference.How do you know what might have happened, had you done things differently? Causal AI gives you the insight you need to make predictions and control outcomes based on causal relationships instead of pure correlation, so you can make precise and timely interventions. Causal AI is a practical introduction to building AI models that can reason
... Leer más
Tidy Modeling with R

A Framework for Modeling in the Tidyverse

de Max Kuhn, Julia Silge ...

Get going with tidymodels, a collection of R packages for modeling and machine learning. Whether you're just starting out or have years of experience with modeling, this practical introduction shows data analysts, business analysts, and data scientists how the tidymodels framework offers a consistent, flexible approach for your work.RStudio engineers Max Kuhn and Julia Silge demonstrate ways to ... Leer más

$41.99 USD

Get going with tidymodels, a collection of R packages for modeling and machine learning. Whether you're just starting out or have years of experience with modeling, this practical introduction shows data analysts, business analysts, and data scientists how the tidymodels framework offers a consistent, flexible approach for your work.RStudio engineers Max Kuhn and Julia Silge demonstrate ways to
... Leer más
Learning to Love Data Science

Explorations of Emerging Technologies and Platforms for Predictive Analytics, Machine Learning, Digital Manufacturing and Supply Chain Optimization

de Mike Barlow ...

Until recently, many people thought big data was a passing fad. "Data science" was an enigmatic term. Today, big data is taken seriously, and data science is considered downright sexy. With this anthology of reports from award-winning journalist Mike Barlow, you’ll appreciate how data science is fundamentally altering our world, for better and for worse.Barlow paints a picture of the emerging data ... Leer más

$15.99 USD

Until recently, many people thought big data was a passing fad. "Data science" was an enigmatic term. Today, big data is taken seriously, and data science is considered downright sexy. With this anthology of reports from award-winning journalist Mike Barlow, you’ll appreciate how data science is fundamentally altering our world, for better and for worse.Barlow paints a picture of the emerging data
... Leer más
Building Applications on Mesos

Leveraging Resilient, Scalable, and Distributed Systems

de David Greenberg ...

How can Apache Mesos make a difference in your organization? With this practical guide, you’ll learn how this cluster manager directs your datacenter’s resources, and provides real time APIs for interacting with (and developing for) the entire cluster. You’ll learn how to use Mesos as a deployment system, like Ansible or Chef, and as an execution platform for building and hosting higher-level ... Leer más

$21.99 USD

How can Apache Mesos make a difference in your organization? With this practical guide, you’ll learn how this cluster manager directs your datacenter’s resources, and provides real time APIs for interacting with (and developing for) the entire cluster. You’ll learn how to use Mesos as a deployment system, like Ansible or Chef, and as an execution platform for building and hosting higher-level
... Leer más
The Tableau Workshop

A practical guide to the art of data visualization with Tableau

de Sumit Gupta, Sylvester Pinto, JC Gillet, Kenneth Michael Cherven, Shweta Savale ...

Learn how to bring your data to life with this hands-on guide to visual analytics with TableauKey FeaturesMaster the fundamentals of Tableau Desktop and Tableau PrepLearn how to explore, analyze, and present data to provide business insightsBuild your experience and confidence with hands-on exercises and activitiesBook DescriptionLearning Tableau has never been easier, thanks to this practical ... Leer más

$37.99 USD o gratis con Kobo Plus

Learn how to bring your data to life with this hands-on guide to visual analytics with TableauKey FeaturesMaster the fundamentals of Tableau Desktop and Tableau PrepLearn how to explore, analyze, and present data to provide business insightsBuild your experience and confidence with hands-on exercises and activitiesBook DescriptionLearning Tableau has never been easier, thanks to this practical
... Leer más
Apache Sqoop Cookbook

Unlocking Hadoop for Your Relational Database

de Kathleen Ting, Jarek Jarcec Cecho ...

Integrating data from multiple sources is essential in the age of big data, but it can be a challenging and time-consuming task. This handy cookbook provides dozens of ready-to-use recipes for using Apache Sqoop, the command-line interface application that optimizes data transfers between relational databases and Hadoop.Sqoop is both powerful and bewildering, but with this cookbook’s problem ... Leer más

$10.99 USD

Integrating data from multiple sources is essential in the age of big data, but it can be a challenging and time-consuming task. This handy cookbook provides dozens of ready-to-use recipes for using Apache Sqoop, the command-line interface application that optimizes data transfers between relational databases and Hadoop.Sqoop is both powerful and bewildering, but with this cookbook’s problem
... Leer más
Apache Ignite Quick Start Guide

Distributed data caching and processing made easy

de Sujoy Acharya ...

Build efficient, high-performance & scalable systems to process large volumes of data with Apache IgniteKey FeaturesUnderstand Apache Ignite's in-memory technologyCreate High-Performance app components with IgniteBuild a real-time data streaming and complex event processing systemBook DescriptionApache Ignite is a distributed in-memory platform designed to scale and process large volume of data. ... Leer más

$25.99 USD o gratis con Kobo Plus

Build efficient, high-performance & scalable systems to process large volumes of data with Apache IgniteKey FeaturesUnderstand Apache Ignite's in-memory technologyCreate High-Performance app components with IgniteBuild a real-time data streaming and complex event processing systemBook DescriptionApache Ignite is a distributed in-memory platform designed to scale and process large volume of data.
... Leer más
Data Engineering with AWS

Learn how to design and build cloud-based data transformation pipelines using AWS

de Gareth Eagar ...

The missing expert-led manual for the AWS ecosystem — go from foundations to building data engineering pipelines effortlessly Purchase of the print or Kindle book includes a free eBook in the PDF format.Key FeaturesLearn about common data architectures and modern approaches to generating value from big dataExplore AWS tools for ingesting, transforming, and consuming data, and for orchestrating ... Leer más

$46.99 USD o gratis con Kobo Plus

The missing expert-led manual for the AWS ecosystem — go from foundations to building data engineering pipelines effortlessly Purchase of the print or Kindle book includes a free eBook in the PDF format.Key FeaturesLearn about common data architectures and modern approaches to generating value from big dataExplore AWS tools for ingesting, transforming, and consuming data, and for orchestrating
... Leer más
Hands-On Entity Resolution

A Practical Guide to Data Matching with Python

de Michael Shearer ...

Entity resolution is a key analytic technique that enables you to identify multiple data records that refer to the same real-world entity. With this hands-on guide, product managers, data analysts, and data scientists will learn how to add value to data by cleansing, analyzing, and resolving datasets using open source Python libraries and cloud APIs.Author Michael Shearer shows you how to scale up ... Leer más

$41.99 USD

Entity resolution is a key analytic technique that enables you to identify multiple data records that refer to the same real-world entity. With this hands-on guide, product managers, data analysts, and data scientists will learn how to add value to data by cleansing, analyzing, and resolving datasets using open source Python libraries and cloud APIs.Author Michael Shearer shows you how to scale up
... Leer más
Learning Data Mining with Python

Harness the power of Python to analyze data and create insightful predictive models

de Robert Layton ...

Key FeaturesBook DescriptionIf you are a programmer who wants to get started with data mining, then this book is for you.What you will learnApply data mining concepts to realworld problemsPredict the outcome of sports matches based on past resultsDetermine the author of a document based on their writing styleUse APIs to download datasets from social media and other online servicesFind and extract ... Leer más

$37.99 USD o gratis con Kobo Plus

Key FeaturesBook DescriptionIf you are a programmer who wants to get started with data mining, then this book is for you.What you will learnApply data mining concepts to realworld problemsPredict the outcome of sports matches based on past resultsDetermine the author of a document based on their writing styleUse APIs to download datasets from social media and other online servicesFind and extract
... Leer más
Building Integrations with MuleSoft

Integrating Systems and Unifying Data in the Enterprise

de Pooja Kamath, Diane Kesler ...

This concise yet comprehensive guide shows developers and architects how to tackle data integration challenges with MuleSoft. Authors Pooja Kamath and Diane Kesler take you through the process necessary to build robust and scalable integration solutions step-by-step.Supported by real-world use cases, Building Integrations with MuleSoft teaches you to identify and resolve performance bottlenecks, ... Leer más

$36.99 USD

This concise yet comprehensive guide shows developers and architects how to tackle data integration challenges with MuleSoft. Authors Pooja Kamath and Diane Kesler take you through the process necessary to build robust and scalable integration solutions step-by-step.Supported by real-world use cases, Building Integrations with MuleSoft teaches you to identify and resolve performance bottlenecks,
... Leer más
Elegant SciPy

The Art of Scientific Python

de Juan Nunez-Iglesias, Stéfan van der Walt, Harriet Dashnow ...

Welcome to Scientific Python and its community. If you’re a scientist who programs with Python, this practical guide not only teaches you the fundamental parts of SciPy and libraries related to it, but also gives you a taste for beautiful, easy-to-read code that you can use in practice. You’ll learn how to write elegant code that’s clear, concise, and efficient at executing the task at hand ... Leer más

$24.99 USD

Welcome to Scientific Python and its community. If you’re a scientist who programs with Python, this practical guide not only teaches you the fundamental parts of SciPy and libraries related to it, but also gives you a taste for beautiful, easy-to-read code that you can use in practice. You’ll learn how to write elegant code that’s clear, concise, and efficient at executing the task at hand
... Leer más

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