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Statistics for Data Science

Leverage the power of statistics for Data Analysis, Classification, Regression, Machine Learning, and Neural Networks

by James D. Miller, James C. Mott, Rajprasath Subramanian, Shaikh Salamatullah, Vijayakumar Ramdoss ...

Get your statistics basics right before diving into the world of data science Key FeaturesNo need to take a degree in statistics, read this book and get a strong statistics base for data science and real-world programs;Implement statistics in data science tasks such as data cleaning, mining, and analysisLearn all about probability, statistics, numerical computations, and more with the help of R ... Read more

$34.99 USD or Free with Kobo Plus

Get your statistics basics right before diving into the world of data science Key FeaturesNo need to take a degree in statistics, read this book and get a strong statistics base for data science and real-world programs;Implement statistics in data science tasks such as data cleaning, mining, and analysisLearn all about probability, statistics, numerical computations, and more with the help of R
... Read more
Digital Interaction and Machine Intelligence

Proceedings of MIDI’2021 – 9th Machine Intelligence and Digital Interaction Conference, December 9-10, 2021, Warsaw, Poland

Edited by Cezary Biele, Janusz Kacprzyk, Wiesław Kopeć, Jan W. Owsiński, Andrzej Romanowski, Marcin Sikorski ...

Series series Springer Nature Proceedings excluding Computer Science
This book is open access, which means that you have free and unlimited access.This book presents the Proceedings of the 9th Machine Intelligence and Digital Interaction Conference. Significant progress in the development of artificial intelligence (AI) and its wider use in many interactive products are quickly transforming further areas of our life, which results in the emergence of various new ... Read more

Free

This book is open access, which means that you have free and unlimited access.This book presents the Proceedings of the 9th Machine Intelligence and Digital Interaction Conference. Significant progress in the development of artificial intelligence (AI) and its wider use in many interactive products are quickly transforming further areas of our life, which results in the emergence of various new
... Read more
Mastering Parallel Programming with R

Master the robust features of R parallel programming to accelerate your data science computations

by Simon R. Chapple, Eilidh Troup, Thorsten Forster, Terence Sloan ...

Master the robust features of R parallel programming to accelerate your data science computationsKey Features\[\*\]Create R programs that exploit the computational capability of your cloud platforms and computers to the fullest\[\*\]Become an expert in writing the most efficient and highest performance parallel algorithms in R\[\*\]Get to grips with the concept of parallelism to accelerate your ... Read more

$27.99 USD or Free with Kobo Plus

Master the robust features of R parallel programming to accelerate your data science computationsKey Features\[\*\]Create R programs that exploit the computational capability of your cloud platforms and computers to the fullest\[\*\]Become an expert in writing the most efficient and highest performance parallel algorithms in R\[\*\]Get to grips with the concept of parallelism to accelerate your
... Read more
Transformers for Machine Learning

A Deep Dive

by 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 ... Read more

$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
... Read more
Operator Training Simulator Handbook

Best practices for developing and investing in OTS

by 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 ... Read more

$44.99 USD or Free with 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
... Read more
Data Science e Machine Learning

Dai dati alla conoscenza

by 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 ... Read more

$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
... Read more
Entity Information Life Cycle for Big Data

Master Data Management and Information Integration

by 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 ... Read more

$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
... Read more
Building Machine Learning Pipelines

by 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 ... Read more

$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
... Read more
Writing and Querying MapReduce Views in CouchDB

Tools for Data Analysts

by 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 ... Read more

$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
... Read more
Learning Hunk

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

by 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 ... Read more

$21.99 USD or Free with 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
... Read more
XSLT Cookbook

Solutions and Examples for XML and XSLT Developers

by 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 ... Read more

$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
... Read more
Data Mesh in Action

by Jacek Majchrzak, Sven Balnojan, Marian Siwiak ...

Revolutionize the way your organization approaches data with a data mesh! This new decentralized architecture outpaces monolithic lakes and warehouses and can work for a company of any size.In Data Mesh in Action you will learn how to:Implement a data mesh in your organizationTurn data into a data productMove from your current data architecture to a data meshIdentify data domains, and decompose an ... Read more

$58.99 USD

Revolutionize the way your organization approaches data with a data mesh! This new decentralized architecture outpaces monolithic lakes and warehouses and can work for a company of any size.In Data Mesh in Action you will learn how to:Implement a data mesh in your organizationTurn data into a data productMove from your current data architecture to a data meshIdentify data domains, and decompose an
... Read more
Learning pandas

High performance data manipulation and analysis using Python

by Michael Heydt, Nicola Rainiero, Sonali Dayal ...

Get to grips with pandas—a versatile and high-performance Python library for data manipulation, analysis, and discoveryKey FeaturesGet comfortable using pandas and Python as an effective data exploration and analysis toolExplore pandas through a framework of data analysis, with an explanation of how pandas is well suited for the various stages in a data analysis processA comprehensive guide to ... Read more

$41.99 USD or Free with Kobo Plus

Get to grips with pandas—a versatile and high-performance Python library for data manipulation, analysis, and discoveryKey FeaturesGet comfortable using pandas and Python as an effective data exploration and analysis toolExplore pandas through a framework of data analysis, with an explanation of how pandas is well suited for the various stages in a data analysis processA comprehensive guide to
... Read more
Managing Data as a Product

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

by 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 ... Read more

$32.99 USD or Free with 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
... Read more
Learn Grafana 7.0

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

by 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, ... Read more

$53.99 USD or Free with 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,
... Read more
Hands-On Geospatial Analysis with R and QGIS

A beginner's guide to manipulating, managing, and analyzing spatial data using R and QGIS 3.2.2

by Shammunul Islam ...

Practical examples with real-world projects in GIS, Remote sensing, Geospatial data management and Analysis using the R programming languageKey FeaturesUnderstand the basics of R and QGIS to work with GIS and remote sensing dataLearn to manage, manipulate, and analyze spatial data using R and QGISApply machine learning algorithms to geospatial data using R and QGISBook DescriptionManaging spatial ... Read more

$41.99 USD or Free with Kobo Plus

Practical examples with real-world projects in GIS, Remote sensing, Geospatial data management and Analysis using the R programming languageKey FeaturesUnderstand the basics of R and QGIS to work with GIS and remote sensing dataLearn to manage, manipulate, and analyze spatial data using R and QGISApply machine learning algorithms to geospatial data using R and QGISBook DescriptionManaging spatial
... Read more
Neural Networks: A Practical Guide for Understanding and Programming Neural Networks and Useful Insights for Inspiring Reinvention

by Steven Cooper ...

☆★The Best Neural Networks Book for Beginners★☆If you are looking for a complete beginners guide to learn neural networks with examples, in just a few hours, then you need to continue reading.Have you noticed the increasing prevalence of software that tries to learn from you? More and more, we are interacting with machines and platforms that try to predict what we are looking for. From movie and ... Read more

$2.99 USD or Free with Kobo Plus

☆★The Best Neural Networks Book for Beginners★☆If you are looking for a complete beginners guide to learn neural networks with examples, in just a few hours, then you need to continue reading.Have you noticed the increasing prevalence of software that tries to learn from you? More and more, we are interacting with machines and platforms that try to predict what we are looking for. From movie and
... Read more
Business Intelligence with MicroStrategy Cookbook

by Davide Moraschi ...

Written in a cookbook style, this book will teach you through the use of recipes with examples and illustrations. Each recipe contains step-by-step instructions about everything necessary to execute a particular task.This book is intended for both BI and database developers who want to expand their knowledge of MicroStrategy. It is also useful for advanced data analysts who are evaluating ... Read more

$31.99 USD or Free with Kobo Plus

Written in a cookbook style, this book will teach you through the use of recipes with examples and illustrations. Each recipe contains step-by-step instructions about everything necessary to execute a particular task.This book is intended for both BI and database developers who want to expand their knowledge of MicroStrategy. It is also useful for advanced data analysts who are evaluating
... Read more
Cassandra: The Definitive Guide, (Revised) Third Edition

Distributed Data at Web Scale

by Jeff Carpenter, Eben Hewitt ...

Imagine what you could do if scalability wasn't a problem. With this hands-on guide, you'll learn how the Cassandra database management system handles hundreds of terabytes of data while remaining highly available across multiple data centers. This revised third edition--updated for Cassandra 4.0 and new developments in the Cassandra ecosystem, including deployments in Kubernetes with K8ssandra- ... Read more

$48.99 USD

Imagine what you could do if scalability wasn't a problem. With this hands-on guide, you'll learn how the Cassandra database management system handles hundreds of terabytes of data while remaining highly available across multiple data centers. This revised third edition--updated for Cassandra 4.0 and new developments in the Cassandra ecosystem, including deployments in Kubernetes with K8ssandra-
... Read more
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

by 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 ... Read more

$31.99 USD or Free with 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
... Read more
Machine Learning Model Serving Patterns and Best Practices

A definitive guide to deploying, monitoring, and providing accessibility to ML models in production

by Md Johirul Islam ...

Become a successful machine learning professional by effortlessly deploying machine learning models to production and implementing cloud-based machine learning models for widespread organizational useKey FeaturesLearn best practices about bringing your models to productionExplore the tools available for serving ML models and the differences between themUnderstand state-of-the-art monitoring ... Read more

$32.99 USD or Free with Kobo Plus

Become a successful machine learning professional by effortlessly deploying machine learning models to production and implementing cloud-based machine learning models for widespread organizational useKey FeaturesLearn best practices about bringing your models to productionExplore the tools available for serving ML models and the differences between themUnderstand state-of-the-art monitoring
... Read more
Network Science with Python and NetworkX Quick Start Guide

Explore and visualize network data effectively

by Edward L. Platt ...

Manipulate and analyze network data with the power of Python and NetworkXKey FeaturesUnderstand the terminology and basic concepts of network scienceLeverage the power of Python and NetworkX to represent data as a networkApply common techniques for working with network data of varying sizesBook DescriptionNetworkX is a leading free and open source package used for network science with the Python ... Read more

$22.99 USD or Free with Kobo Plus

Manipulate and analyze network data with the power of Python and NetworkXKey FeaturesUnderstand the terminology and basic concepts of network scienceLeverage the power of Python and NetworkX to represent data as a networkApply common techniques for working with network data of varying sizesBook DescriptionNetworkX is a leading free and open source package used for network science with the Python
... Read more
Learning Spark SQL

Architect streaming analytics and machine learning solutions

by Aurobindo Sarkar ...

Design, implement, and deliver successful streaming applications, machine learning pipelines and graph applications using Spark SQL APIKey Features\[\*\] Learn about the design and implementation of streaming applications, machine learning pipelines, deep learning, and large-scale graph processing applications using Spark SQL APIs and Scala.\[\*\] Learn data exploration, data munging, and how to ... Read more

$44.99 USD or Free with Kobo Plus

Design, implement, and deliver successful streaming applications, machine learning pipelines and graph applications using Spark SQL APIKey Features\[\*\] Learn about the design and implementation of streaming applications, machine learning pipelines, deep learning, and large-scale graph processing applications using Spark SQL APIs and Scala.\[\*\] Learn data exploration, data munging, and how to
... Read more
Python: Data Analytics and Visualization

by Phuong Vo.T.H, Martin Czygan, Ashish Kumar, Kirthi Raman ...

Understand, evaluate, and visualize dataAbout This BookLearn basic steps of data analysis and how to use Python and its packagesA step-by-step guide to predictive modeling including tips, tricks, and best practicesEffectively visualize a broad set of analyzed data and generate effective resultsWho This Book Is ForThis book is for Python Developers who are keen to get into data analysis and wish to ... Read more

$71.99 USD or Free with Kobo Plus

Understand, evaluate, and visualize dataAbout This BookLearn basic steps of data analysis and how to use Python and its packagesA step-by-step guide to predictive modeling including tips, tricks, and best practicesEffectively visualize a broad set of analyzed data and generate effective resultsWho This Book Is ForThis book is for Python Developers who are keen to get into data analysis and wish to
... Read more

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