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Advanced Analytics with Spark

Patterns for Learning from Data at Scale

par Sean Owen, Josh Wills, Sandy Ryza, Uri Laserson ...

In the second edition of this practical book, four Cloudera data scientists present a set of self-contained patterns for performing large-scale data analysis with Spark. The authors bring Spark, statistical methods, and real-world data sets together to teach you how to approach analytics problems by example. Updated for Spark 2.1, this edition acts as an introduction to these techniques and other ... En savoir plus

$54.39 CAD

In the second edition of this practical book, four Cloudera data scientists present a set of self-contained patterns for performing large-scale data analysis with Spark. The authors bring Spark, statistical methods, and real-world data sets together to teach you how to approach analytics problems by example. Updated for Spark 2.1, this edition acts as an introduction to these techniques and other
... En savoir plus
Learn R By Coding

par Thomas Kurnicki ...

This book is created for students and working professionals that are at the beginning of their journey with R. Prior experience or education in statistics or skills in another programming language is a “good-to-have” as this book will explain basic data manipulation, modeling, and programming frameworks. However, this book takes the reader from step one so that anyone, even without prior ... En savoir plus

$36.79 CAD

This book is created for students and working professionals that are at the beginning of their journey with R. Prior experience or education in statistics or skills in another programming language is a “good-to-have” as this book will explain basic data manipulation, modeling, and programming frameworks. However, this book takes the reader from step one so that anyone, even without prior
... En savoir plus
Deployment and Operation of Complex Software in Heterogeneous Execution Environments

The SODALITE Approach

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

Collections 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 ... En savoir plus

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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
... En savoir plus
Building Machine Learning Pipelines

par 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 ... En savoir plus

$67.99 CAD

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
... En savoir plus
Essential Math for AI

Next-Level Mathematics for Efficient and Successful AI Systems

par Hala Nelson ...

Companies are scrambling to integrate AI into their systems and operations. But to build truly successful solutions, you need a firm grasp of the underlying mathematics. This accessible guide walks you through the math necessary to thrive in the AI field such as focusing on real-world applications rather than dense academic theory.Engineers, data scientists, and students alike will examine ... En savoir plus

$67.99 CAD

Companies are scrambling to integrate AI into their systems and operations. But to build truly successful solutions, you need a firm grasp of the underlying mathematics. This accessible guide walks you through the math necessary to thrive in the AI field such as focusing on real-world applications rather than dense academic theory.Engineers, data scientists, and students alike will examine
... En savoir plus
Python Web Scraping Cookbook

Over 90 proven recipes to get you scraping with Python, microservices, Docker, and AWS

par Michael Heydt, Lazar Telebak, Mei Lu ...

Untangle your web scraping complexities and access web data with ease using Python scriptsKey FeaturesHands-on recipes for advancing your web scraping skills to expert levelOne-stop solution guide to address complex and challenging web scraping tasks using PythonUnderstand web page structures and collect data from a website with easeBook DescriptionPython Web Scraping Cookbook is a solution ... En savoir plus

$37.59 CAD ou Gratuit avec Kobo Plus

Untangle your web scraping complexities and access web data with ease using Python scriptsKey FeaturesHands-on recipes for advancing your web scraping skills to expert levelOne-stop solution guide to address complex and challenging web scraping tasks using PythonUnderstand web page structures and collect data from a website with easeBook DescriptionPython Web Scraping Cookbook is a solution
... En savoir plus
Oracle Quick Guides Part 1 - Oracle Basics: Database & Tools

par Malcolm Coxall ...

Collections Livre 1 - Oracle Quick Guides
This is Part 1 of a series of quick learning guides for Oracle designers, developers and managers. Part 1 introduces completely new entrants to the Oracle environment about Relational principles and history, the background of Oracle, the products, database architecture, installation, Oracle and 3rd party database and design tools and provides a glossary of basic Oracle terminology and simple ... En savoir plus

$4.53 CAD

This is Part 1 of a series of quick learning guides for Oracle designers, developers and managers. Part 1 introduces completely new entrants to the Oracle environment about Relational principles and history, the background of Oracle, the products, database architecture, installation, Oracle and 3rd party database and design tools and provides a glossary of basic Oracle terminology and simple
... En savoir plus
R Graphics Cookbook

Practical Recipes for Visualizing Data

par Winston Chang ...

This O’Reilly cookbook provides more than 150 recipes to help scientists, engineers, programmers, and data analysts generate high-quality graphs quickly—without having to comb through all the details of R’s graphing systems. Each recipe tackles a specific problem with a solution you can apply to your own project and includes a discussion of how and why the recipe works.Most of the recipes in this ... En savoir plus

$67.99 CAD

This O’Reilly cookbook provides more than 150 recipes to help scientists, engineers, programmers, and data analysts generate high-quality graphs quickly—without having to comb through all the details of R’s graphing systems. Each recipe tackles a specific problem with a solution you can apply to your own project and includes a discussion of how and why the recipe works.Most of the recipes in this
... En savoir plus
Ethics of Big Data

Balancing Risk and Innovation

par Kord Davis ...

What are your organization’s policies for generating and using huge datasets full of personal information? This book examines ethical questions raised by the big data phenomenon, and explains why enterprises need to reconsider business decisions concerning privacy and identity. Authors Kord Davis and Doug Patterson provide methods and techniques to help your business engage in a transparent and ... En savoir plus

$11.99 CAD

What are your organization’s policies for generating and using huge datasets full of personal information? This book examines ethical questions raised by the big data phenomenon, and explains why enterprises need to reconsider business decisions concerning privacy and identity. Authors Kord Davis and Doug Patterson provide methods and techniques to help your business engage in a transparent and
... En savoir plus
Architecting HBase Applications

A Guidebook for Successful Development and Design

par Jean-Marc Spaggiari, Kevin O'Dell ...

HBase is a remarkable tool for indexing mass volumes of data, but getting started with this distributed database and its ecosystem can be daunting. With this hands-on guide, you’ll learn how to architect, design, and deploy your own HBase applications by examining real-world solutions. Along with HBase principles and cluster deployment guidelines, this book includes in-depth case studies that ... En savoir plus

$31.99 CAD

HBase is a remarkable tool for indexing mass volumes of data, but getting started with this distributed database and its ecosystem can be daunting. With this hands-on guide, you’ll learn how to architect, design, and deploy your own HBase applications by examining real-world solutions. Along with HBase principles and cluster deployment guidelines, this book includes in-depth case studies that
... En savoir plus
Beyond Data

Reclaiming Human Rights at the Dawn of the Metaverse

par Elizabeth M. Renieris ...

Why laws focused on data cannot effectively protect people—and how an approach centered on human rights offers the best hope for preserving human dignity and autonomy in a cyberphysical world.Ever-pervasive technology poses a clear and present danger to human dignity and autonomy, as many have pointed out. And yet, for the past fifty years, we have been so busy protecting data that we have failed ... En savoir plus

$28.79 CAD

Why laws focused on data cannot effectively protect people—and how an approach centered on human rights offers the best hope for preserving human dignity and autonomy in a cyberphysical world.Ever-pervasive technology poses a clear and present danger to human dignity and autonomy, as many have pointed out. And yet, for the past fifty years, we have been so busy protecting data that we have failed
... En savoir plus
Getting Started with Storm

Continuous Streaming Computation with Twitter's Cluster Technology

par Jonathan Leibiusky, Gabriel Eisbruch, Dario Simonassi ...

Even as big data is turning the world upside down, the next phase of the revolution is already taking shape: real-time data analysis. This hands-on guide introduces you to Storm, a distributed, JVM-based system for processing streaming data. Through simple tutorials, sample Java code, and a complete real-world scenario, you’ll learn how to build fast, fault-tolerant solutions that process results ... En savoir plus

$14.39 CAD

Even as big data is turning the world upside down, the next phase of the revolution is already taking shape: real-time data analysis. This hands-on guide introduces you to Storm, a distributed, JVM-based system for processing streaming data. Through simple tutorials, sample Java code, and a complete real-world scenario, you’ll learn how to build fast, fault-tolerant solutions that process results
... En savoir plus
Bayesian Analysis with Python

Introduction to statistical modeling and probabilistic programming using PyMC3 and ArviZ

par Osvaldo Martin, Eric Ma, Austin Rochford ...

Bayesian modeling with PyMC3 and exploratory analysis of Bayesian models with ArviZ Key FeaturesA step-by-step guide to conduct Bayesian data analyses using PyMC3 and ArviZA modern, practical and computational approach to Bayesian statistical modelingA tutorial for Bayesian analysis and best practices with the help of sample problems and practice exercises.Book DescriptionThe second edition of ... En savoir plus

$41.59 CAD ou Gratuit avec Kobo Plus

Bayesian modeling with PyMC3 and exploratory analysis of Bayesian models with ArviZ Key FeaturesA step-by-step guide to conduct Bayesian data analyses using PyMC3 and ArviZA modern, practical and computational approach to Bayesian statistical modelingA tutorial for Bayesian analysis and best practices with the help of sample problems and practice exercises.Book DescriptionThe second edition of
... En savoir plus
Hadoop: Data Processing and Modelling

par Garry Turkington, Tanmay Deshpande, Sandeep Karanth ...

Unlock the power of your data with Hadoop 2.X ecosystem and its data warehousing techniques across large data setsAbout This BookConquer the mountain of data using Hadoop 2.X toolsThe authors succeed in creating a context for Hadoop and its ecosystemHands-on examples and recipes giving the bigger picture and helping you to master Hadoop 2.X data processing platformsOvercome the challenging data ... En savoir plus

$87.99 CAD ou Gratuit avec Kobo Plus

Unlock the power of your data with Hadoop 2.X ecosystem and its data warehousing techniques across large data setsAbout This BookConquer the mountain of data using Hadoop 2.X toolsThe authors succeed in creating a context for Hadoop and its ecosystemHands-on examples and recipes giving the bigger picture and helping you to master Hadoop 2.X data processing platformsOvercome the challenging data
... En savoir plus
A City Is Not a Computer

Other Urban Intelligences

par Shannon Mattern ...

Collections series Places Books
A bold reassessment of "smart cities" that reveals what is lost when we conceive of our urban spaces as computersComputational models of urbanism—smart cities that use data-driven planning and algorithmic administration—promise to deliver new urban efficiencies and conveniences. Yet these models limit our understanding of what we can know about a city. A City Is Not a Computer reveals how cities ... En savoir plus

$21.99 CAD

A bold reassessment of "smart cities" that reveals what is lost when we conceive of our urban spaces as computersComputational models of urbanism—smart cities that use data-driven planning and algorithmic administration—promise to deliver new urban efficiencies and conveniences. Yet these models limit our understanding of what we can know about a city. A City Is Not a Computer reveals how cities
... En savoir plus
Deciphering Data Architectures

Choosing Between a Modern Data Warehouse, Data Fabric, Data Lakehouse, and Data Mesh

par James Serra ...

Data fabric, data lakehouse, and data mesh have recently appeared as viable alternatives to the modern data warehouse. These new architectures have solid benefits, but they're also surrounded by a lot of hyperbole and confusion. This practical book provides a guided tour of these architectures to help data professionals understand the pros and cons of each.James Serra, big data and data ... En savoir plus

$67.99 CAD

Data fabric, data lakehouse, and data mesh have recently appeared as viable alternatives to the modern data warehouse. These new architectures have solid benefits, but they're also surrounded by a lot of hyperbole and confusion. This practical book provides a guided tour of these architectures to help data professionals understand the pros and cons of each.James Serra, big data and data
... En savoir plus
Learn QGIS

Your step-by-step guide to the fundamental of QGIS 3.4

par Andrew Cutts, Anita Graser ...

Learn to view, edit and analyse geospatial data using QGIS and Python 3Key FeaturesLeverage the power of QGIS to add professionalism to your mapsExplore and work with the newly released features like Python 3, GeoPackage, 3D views, Print layouts in QGIS 3.4Build your own plugins and customize maps using QT designerBook DescriptionQGIS 3.4 is the first LTR (long term release) of QGIS version 3. ... En savoir plus

$37.59 CAD ou Gratuit avec Kobo Plus

Learn to view, edit and analyse geospatial data using QGIS and Python 3Key FeaturesLeverage the power of QGIS to add professionalism to your mapsExplore and work with the newly released features like Python 3, GeoPackage, 3D views, Print layouts in QGIS 3.4Build your own plugins and customize maps using QT designerBook DescriptionQGIS 3.4 is the first LTR (long term release) of QGIS version 3.
... En savoir plus
Data as a Service

A Framework for Providing Reusable Enterprise Data Services

par Pushpak Sarkar ...

Data as a Service shows how organizations can leverage “data as a service” by providing real-life case studies on the various and innovative architectures and related patternsComprehensive approach to introducing data as a service in any organizationA reusable and flexible SOA based architecture frameworkRoadmap to introduce ‘big data as a service’ for potential clientsPresents a thorough ... En savoir plus

$83.99 CAD

Data as a Service shows how organizations can leverage “data as a service” by providing real-life case studies on the various and innovative architectures and related patternsComprehensive approach to introducing data as a service in any organizationA reusable and flexible SOA based architecture frameworkRoadmap to introduce ‘big data as a service’ for potential clientsPresents a thorough
... En savoir plus
Raw Data Is an Oxymoron

Modifié par Lisa Gitelman ...

Collections series Infrastructures
Episodes in the history of data, from early modern math problems to today's inescapable “dataveillance,” that demonstrate the dependence of data on culture.We live in the era of Big Data, with storage and transmission capacity measured not just in terabytes but in petabytes (where peta- denotes a quadrillion, or a thousand trillion). Data collection is constant and even insidious, with every click ... En savoir plus

$43.99 CAD

Episodes in the history of data, from early modern math problems to today's inescapable “dataveillance,” that demonstrate the dependence of data on culture.We live in the era of Big Data, with storage and transmission capacity measured not just in terabytes but in petabytes (where peta- denotes a quadrillion, or a thousand trillion). Data collection is constant and even insidious, with every click
... En savoir plus
1000 Big Data & Hadoop Interview Questions and Answers

par Vamsee Puligadda ...

Knowledge for Free...Get that job, you aspire for!Want to switch to that high paying job? Or are you already been preparing hard to give interview the next weekend?Do you know how many people get rejected in interviews by preparing only concepts but not focusing on actually which questions will be asked in the interview?Don't be that person this time.This is the most comprehensive Big Data, Hadoop ... En savoir plus

$4.11 CAD

Knowledge for Free...Get that job, you aspire for!Want to switch to that high paying job? Or are you already been preparing hard to give interview the next weekend?Do you know how many people get rejected in interviews by preparing only concepts but not focusing on actually which questions will be asked in the interview?Don't be that person this time.This is the most comprehensive Big Data, Hadoop
... En savoir plus
Big Data Analytics with R

Leverage R Programming to uncover hidden patterns in your Big Data

par Simon Walkowiak ...

Utilize R to uncover hidden patterns in your Big Data Key Features\[\* \] Perform computational analyses on Big Data to generate meaningful results\[\*\] Get a practical knowledge of R programming language while working on Big Data platforms like Hadoop, Spark, H2O and SQL/NoSQL databases,\[\*\] Explore fast, streaming, and scalable data analysis with the most cutting-edge technologies in the ... En savoir plus

$51.99 CAD ou Gratuit avec Kobo Plus

Utilize R to uncover hidden patterns in your Big Data Key Features\[\* \] Perform computational analyses on Big Data to generate meaningful results\[\*\] Get a practical knowledge of R programming language while working on Big Data platforms like Hadoop, Spark, H2O and SQL/NoSQL databases,\[\*\] Explore fast, streaming, and scalable data analysis with the most cutting-edge technologies in the
... En savoir plus
Pentaho Data Integration Beginner's Guide

Get up and running with the Pentaho Data Integration tool using this hands-on, easy-to-read guide with this book and ebook

par María Carina Roldán ...

Get up and running with the Pentaho Data Integration tool using this hands-on, easy-to-read guide with this book and ebookKey FeaturesManipulate your data by exploring, transforming, validating, and integrating itLearn to migrate data between applicationsExplore several features of Pentaho Data Integration 5.0Connect to any database engine, explore the databases, and perform all kind of operations ... En savoir plus

$47.19 CAD ou Gratuit avec Kobo Plus

Get up and running with the Pentaho Data Integration tool using this hands-on, easy-to-read guide with this book and ebookKey FeaturesManipulate your data by exploring, transforming, validating, and integrating itLearn to migrate data between applicationsExplore several features of Pentaho Data Integration 5.0Connect to any database engine, explore the databases, and perform all kind of operations
... En savoir plus
MySQL Management and Administration with Navicat

Master the tools you thought you knew and discover the features you never knew existed with this book and ebook.

par Gökhan Ozar ...

Master the tools you thought you knew and discover the features you never knew existed with this book and ebook.Key FeaturesTips, tricks and fast-paced tutorials for getting the most out of NavicatMaster the visual design tools and editors with thorough examplesDiscover how easy Navicat makes outsmarting the trickiest casesBoth Mac and PC versions covered, with screenshots detailing differences in ... En savoir plus

$28.79 CAD ou Gratuit avec Kobo Plus

Master the tools you thought you knew and discover the features you never knew existed with this book and ebook.Key FeaturesTips, tricks and fast-paced tutorials for getting the most out of NavicatMaster the visual design tools and editors with thorough examplesDiscover how easy Navicat makes outsmarting the trickiest casesBoth Mac and PC versions covered, with screenshots detailing differences in
... En savoir plus
Splunk Operational Intelligence Cookbook

Over 80 recipes for transforming your data into business-critical insights using Splunk

par Josh Diakun, Derek Mock, Yogesh Raheja, Thinknyx Technologies, Paul R. Johnson ...

Leverage Splunk s operational intelligence capabilities to unlock new hidden business insights and drive successKey FeaturesTackle any problems related to searching and analyzing your data with SplunkGet the latest information and business insights on Splunk 7.xExplore the all new machine learning toolkit in Splunk 7.xBook DescriptionSplunk makes it easy for you to take control of your data, and ... En savoir plus

$51.99 CAD ou Gratuit avec Kobo Plus

Leverage Splunk s operational intelligence capabilities to unlock new hidden business insights and drive successKey FeaturesTackle any problems related to searching and analyzing your data with SplunkGet the latest information and business insights on Splunk 7.xExplore the all new machine learning toolkit in Splunk 7.xBook DescriptionSplunk makes it easy for you to take control of your data, and
... En savoir plus

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