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Technology Mining

Text Analytics for Evidence-Based Foresight

Edición de Henrique da Hora, Alan L. Porter, Denise Chiavetta, Yi Zhang ...

Series series Artificial Intelligence (R0)
Tech mining is text-oriented analytics that supports decision-making in science, technology, and innovation (ST&I) policy and management in areas including competitive technical intelligence, R&D management, and research evaluation. Presenting selected papers from the 12th Global TechMining Conference (GTM2022), this book covers novel digital information sources such as optimization and ... Leer más

$116.09 USD

Tech mining is text-oriented analytics that supports decision-making in science, technology, and innovation (ST&I) policy and management in areas including competitive technical intelligence, R&D management, and research evaluation. Presenting selected papers from the 12th Global TechMining Conference (GTM2022), this book covers novel digital information sources such as optimization and
... Leer más
Voice Biomarkers

Current Status and Issues in the Development

Edición de Shinichi Tokuno, Hiroyuki Nakamura ...

Series series Medicine (R0)
This book presents the latest research on speech biomarkers and demonstrates the benefits of quantitative measurement technology for emotion and stress in clinical settings. It begins with an introduction and details the validation of a technique for assessing emotions using voice biomarkers. This technology evaluates stress levels, which affect emotional expression and lead to changes in certain ... Leer más

$116.09 USD

This book presents the latest research on speech biomarkers and demonstrates the benefits of quantitative measurement technology for emotion and stress in clinical settings. It begins with an introduction and details the validation of a technique for assessing emotions using voice biomarkers. This technology evaluates stress levels, which affect emotional expression and lead to changes in certain
... Leer más
Prognostics and Health Management for Intelligent Electromechanical Systems

de Hui Liu, Fang Cheng, Yanfei Li ...

Series series Intelligent Technologies and Robotics (R0)
This book gives a detailed introduction to the technical background, feature extraction methods, PHM models and big data embedding methods of the big data theory in PHM for intelligent electromechanical systems. Combination with deep learning and big data, this book explains the hybrid algorithm framework of PHM such as ensemble intelligence and optimized intelligence and introduces PHM models for ... Leer más

$125.09 USD

This book gives a detailed introduction to the technical background, feature extraction methods, PHM models and big data embedding methods of the big data theory in PHM for intelligent electromechanical systems. Combination with deep learning and big data, this book explains the hybrid algorithm framework of PHM such as ensemble intelligence and optimized intelligence and introduces PHM models for
... Leer más
Simplifying Data Engineering and Analytics with Delta

Create analytics-ready data that fuels artificial intelligence and business intelligence

de Anindita Mahapatra ...

Explore how Delta brings reliability, performance, and governance to your data lake and all the AI and BI use cases built on top of itKey FeaturesLearn Delta’s core concepts and features as well as what makes it a perfect match for data engineering and analysisSolve business challenges of different industry verticals using a scenario-based approachMake optimal choices by understanding the various ... Leer más

$35.99 USD o gratis con Kobo Plus

Explore how Delta brings reliability, performance, and governance to your data lake and all the AI and BI use cases built on top of itKey FeaturesLearn Delta’s core concepts and features as well as what makes it a perfect match for data engineering and analysisSolve business challenges of different industry verticals using a scenario-based approachMake optimal choices by understanding the various
... Leer más
PostgreSQL 13 Cookbook

Over 120 recipes to build high-performance and fault-tolerant PostgreSQL database solutions

de Vallarapu Naga Avinash Kumar ...

Get to grips with building reliable, scalable, and maintainable database solutions for enterprises and production databasesKey FeaturesImplement PostgreSQL 13 features to perform end-to-end modern database managementDesign, manage, and build enterprise database solutions using a unique recipe-based approachSolve common and not-so-common challenges faced while working to achieve optimal database ... Leer más

$27.89 USD o gratis con Kobo Plus

Get to grips with building reliable, scalable, and maintainable database solutions for enterprises and production databasesKey FeaturesImplement PostgreSQL 13 features to perform end-to-end modern database managementDesign, manage, and build enterprise database solutions using a unique recipe-based approachSolve common and not-so-common challenges faced while working to achieve optimal database
... Leer más
Simplify Big Data Analytics with Amazon EMR

A beginner's guide to learning and implementing Amazon EMR for building data analytics solutions

de Sakti Mishra ...

Design scalable big data solutions using Hadoop, Spark, and AWS cloud native servicesKey FeaturesBuild data pipelines that require distributed processing capabilities on a large volume of dataDiscover the security features of EMR such as data protection and granular permission managementExplore best practices and optimization techniques for building data analytics solutions in Amazon EMRBook ... Leer más

$37.79 USD o gratis con Kobo Plus

Design scalable big data solutions using Hadoop, Spark, and AWS cloud native servicesKey FeaturesBuild data pipelines that require distributed processing capabilities on a large volume of dataDiscover the security features of EMR such as data protection and granular permission managementExplore best practices and optimization techniques for building data analytics solutions in Amazon EMRBook
... Leer más
Machine Learning with BigQuery ML

Create, execute, and improve machine learning models in BigQuery using standard SQL queries

de Alessandro Marrandino ...

Manage different business scenarios with the right machine learning technique using Google s highly scalable BigQuery MLKey FeaturesGain a clear understanding of AI and machine learning services on GCP, learn when to use these, and find out how to integrate them with BigQuery MLLeverage SQL syntax to train, evaluate, test, and use ML modelsDiscover how BigQuery works and understand the ... Leer más

$34.19 USD o gratis con Kobo Plus

Manage different business scenarios with the right machine learning technique using Google s highly scalable BigQuery MLKey FeaturesGain a clear understanding of AI and machine learning services on GCP, learn when to use these, and find out how to integrate them with BigQuery MLLeverage SQL syntax to train, evaluate, test, and use ML modelsDiscover how BigQuery works and understand the
... Leer más
Applied Machine Learning and High-Performance Computing on AWS

Accelerate the development of machine learning applications following architectural best practices

de Mani Khanuja, Farooq Sabir, Shreyas Subramanian, Trenton Potgieter ...

Build, train, and deploy large machine learning models at scale in various domains such as computational fluid dynamics, genomics, autonomous vehicles, and numerical optimization using Amazon SageMakerKey FeaturesUnderstand the need for high-performance computing (HPC)Build, train, and deploy large ML models with billions of parameters using Amazon SageMakerLearn best practices and architectures ... Leer más

$35.99 USD o gratis con Kobo Plus

Build, train, and deploy large machine learning models at scale in various domains such as computational fluid dynamics, genomics, autonomous vehicles, and numerical optimization using Amazon SageMakerKey FeaturesUnderstand the need for high-performance computing (HPC)Build, train, and deploy large ML models with billions of parameters using Amazon SageMakerLearn best practices and architectures
... Leer más
Python for Geospatial Data Analysis

Theory, Tools, and Practice for Location Intelligence

de Bonny P. McClain ...

In spatial data science, things in closer proximity to one another likely have more in common than things that are farther apart. With this practical book, geospatial professionals, data scientists, business analysts, geographers, geologists, and others familiar with data analysis and visualization will learn the fundamentals of spatial data analysis to gain a deeper understanding of their data ... Leer más

$48.99 USD

In spatial data science, things in closer proximity to one another likely have more in common than things that are farther apart. With this practical book, geospatial professionals, data scientists, business analysts, geographers, geologists, and others familiar with data analysis and visualization will learn the fundamentals of spatial data analysis to gain a deeper understanding of their data
... Leer más
Proceedings of 19th Iberian Conference on Information Systems and Technologies (CISTI 2024)

Volume 5

Edición de Álvaro Rocha, Francisco J. García-Peñalvo, Ramiro Gonçalves, Alicia García-Holgado, Fernando Moreira ...

Series series Springer Nature Proceedings excluding Computer Science
This book gathers the peer-reviewed papers presented at the 19th Iberian Conference on Information Systems and Technologies (CISTI’2024), held at the University of Salamanca, Spain, from June 25 to 28, 2024.CISTI is a leading international forum that brings together academics, researchers, practitioners, and industry professionals to exchange insights on the latest advances and applications of ... Leer más

$197.09 USD

This book gathers the peer-reviewed papers presented at the 19th Iberian Conference on Information Systems and Technologies (CISTI’2024), held at the University of Salamanca, Spain, from June 25 to 28, 2024.CISTI is a leading international forum that brings together academics, researchers, practitioners, and industry professionals to exchange insights on the latest advances and applications of
... Leer más
Blockchain By Example

A developer's guide to creating decentralized applications using Bitcoin, Ethereum, and Hyperledger

de Bellaj Badr, Richard Horrocks, Xun (Brian) Wu, Karthikeyan Sukumaran ...

Implement decentralized blockchain applications to build scalable DappsKey FeaturesUnderstand the blockchain ecosystem and its terminologiesImplement smart contracts, wallets, and consensus protocolsDesign and develop decentralized applications using Bitcoin, Ethereum, and HyperledgerBook DescriptionThe Blockchain is a revolution promising a new world without middlemen. Technically, it is an ... Leer más

$37.79 USD o gratis con Kobo Plus

Implement decentralized blockchain applications to build scalable DappsKey FeaturesUnderstand the blockchain ecosystem and its terminologiesImplement smart contracts, wallets, and consensus protocolsDesign and develop decentralized applications using Bitcoin, Ethereum, and HyperledgerBook DescriptionThe Blockchain is a revolution promising a new world without middlemen. Technically, it is an
... Leer más
Applied Unsupervised Learning with R

Uncover hidden relationships and patterns with k-means clustering, hierarchical clustering, and PCA

de Bradford Tuckfield, Alok Malik ...

Design clever algorithms that discover hidden patterns and draw responses from unstructured, unlabeled data.Key FeaturesBuild state-of-the-art algorithms that can solve your business' problemsLearn how to find hidden patterns in your dataRevise key concepts with hands-on exercises using real-world datasetsBook DescriptionStarting with the basics, Applied Unsupervised Learning with R explains ... Leer más

$26.59 USD o gratis con Kobo Plus

Design clever algorithms that discover hidden patterns and draw responses from unstructured, unlabeled data.Key FeaturesBuild state-of-the-art algorithms that can solve your business' problemsLearn how to find hidden patterns in your dataRevise key concepts with hands-on exercises using real-world datasetsBook DescriptionStarting with the basics, Applied Unsupervised Learning with R explains
... Leer más
Data Science in 7 days: R Language Fast-Track with Hands-on Projects

de Narayana Nemani ...

Unlock the Power of Data – No Prior Experience Required!Unlike dense, theoretical textbooks, Data Science in 7 Days: R Language Fast-Track with Hands-on Projects is practical and minimalist, helping you quickly master data science.Bridge the gap from beginner to pro. This book guides you in data analysis, statistics, and predictive modeling, providing a streamlined path through data preparation, ... Leer más

$8.00 USD o gratis con Kobo Plus

Unlock the Power of Data – No Prior Experience Required!Unlike dense, theoretical textbooks, Data Science in 7 Days: R Language Fast-Track with Hands-on Projects is practical and minimalist, helping you quickly master data science.Bridge the gap from beginner to pro. This book guides you in data analysis, statistics, and predictive modeling, providing a streamlined path through data preparation,
... Leer más
Applied Data Visualization with R and ggplot2

Create useful, elaborate, and visually appealing plots

de Dr. Tania Moulik ...

Develop informative and aesthetic visualizations that enable effective data analysis in less timeKey FeaturesDiscover structure of ggplot2, grammar of graphics, and geometric objectsStudy how to design and implement visualization from scratchExplore the advantages of using advanced plotsBook DescriptionApplied Data Visualization with R and ggplot2 introduces you to the world of data visualization ... Leer más

$25.69 USD o gratis con Kobo Plus

Develop informative and aesthetic visualizations that enable effective data analysis in less timeKey FeaturesDiscover structure of ggplot2, grammar of graphics, and geometric objectsStudy how to design and implement visualization from scratchExplore the advantages of using advanced plotsBook DescriptionApplied Data Visualization with R and ggplot2 introduces you to the world of data visualization
... Leer más
Practical Big Data Analytics

Hands-on techniques to implement enterprise analytics and machine learning using Hadoop, Spark, NoSQL and R

de Nataraj Dasgupta ...

Get command of your organizational Big Data using the power of data science and analytics Key Features\[\*\] A perfect companion to boost your Big Data storing, processing, analyzing skills to help you take informed business decisions\[\*\] Work with the best tools such as Apache Hadoop, R, Python, and Spark for NoSQL platforms to perform massive online analyses\[\*\] Get expert tips on ... Leer más

$37.79 USD o gratis con Kobo Plus

Get command of your organizational Big Data using the power of data science and analytics Key Features\[\*\] A perfect companion to boost your Big Data storing, processing, analyzing skills to help you take informed business decisions\[\*\] Work with the best tools such as Apache Hadoop, R, Python, and Spark for NoSQL platforms to perform massive online analyses\[\*\] Get expert tips on
... Leer más
IBM Db2 11.1 Certification Guide

Explore techniques to master database programming and administration tasks in IBM Db2

de Mohankumar Saraswatipura, Robert (Kent) Collins ...

Mastering material for dealing with DBA certification examsKey FeaturesPrepare yourself for the IBM C2090-600 certification examCover over 50 Db2 procedures including database design, performance, and securityWork through over 150 Q&As to gain confidence on each topicBook DescriptionIBM Db2 is a relational database management system (RDBMS) that helps you store, analyze, and retrieve data ... Leer más

$34.19 USD o gratis con Kobo Plus

Mastering material for dealing with DBA certification examsKey FeaturesPrepare yourself for the IBM C2090-600 certification examCover over 50 Db2 procedures including database design, performance, and securityWork through over 150 Q&As to gain confidence on each topicBook DescriptionIBM Db2 is a relational database management system (RDBMS) that helps you store, analyze, and retrieve data
... Leer más
Hands-On Ensemble Learning with R

A beginner's guide to combining the power of machine learning algorithms using ensemble techniques

de Prabhanjan Narayanachar Tattar ...

Explore powerful R packages to create predictive models using ensemble methodsKey FeaturesImplement machine learning algorithms to build ensemble-efficient modelsExplore powerful R packages to create predictive models using ensemble methodsLearn to build ensemble models on large datasets using a practical approachBook DescriptionEnsemble techniques are used for combining two or more similar or ... Leer más

$37.79 USD o gratis con Kobo Plus

Explore powerful R packages to create predictive models using ensemble methodsKey FeaturesImplement machine learning algorithms to build ensemble-efficient modelsExplore powerful R packages to create predictive models using ensemble methodsLearn to build ensemble models on large datasets using a practical approachBook DescriptionEnsemble techniques are used for combining two or more similar or
... Leer más
Big Data Analytics with SAS

Get actionable insights from your Big Data using the power of SAS

de David Pope, Subhashini S Tripathi ...

Leverage the capabilities of SAS to process and analyze Big DataKey Features\[\*\]Combine SAS with platforms such as Hadoop, SAP HANA, and Cloud Foundry-based platforms for effecient Big Data analytics\[\*\]Learn how to use the web browser-based SAS Studio and iPython Jupyter Notebook interfaces with SAS\[\*\]Practical, real-world examples on predictive modeling, forecasting, optimizing and ... Leer más

$37.79 USD o gratis con Kobo Plus

Leverage the capabilities of SAS to process and analyze Big DataKey Features\[\*\]Combine SAS with platforms such as Hadoop, SAP HANA, and Cloud Foundry-based platforms for effecient Big Data analytics\[\*\]Learn how to use the web browser-based SAS Studio and iPython Jupyter Notebook interfaces with SAS\[\*\]Practical, real-world examples on predictive modeling, forecasting, optimizing and
... Leer más
R Data Visualization Recipes

A cookbook with 65+ data visualization recipes for smarter decision-making

de Vitor Bianchi Lanzetta ...

Translate your data into info-graphics using popular packages in RKey Features\[\*\]Use R's popular packages—such as ggplot2, ggvis, ggforce, and more—to create custom, interactive visualization solutions.\[\*\]Create, design, and build interactive dashboards using Shiny\[\*\]A highly practical guide to help you get to grips with the basics of data visualization techniques, and how you can ... Leer más

$25.69 USD o gratis con Kobo Plus

Translate your data into info-graphics using popular packages in RKey Features\[\*\]Use R's popular packages—such as ggplot2, ggvis, ggforce, and more—to create custom, interactive visualization solutions.\[\*\]Create, design, and build interactive dashboards using Shiny\[\*\]A highly practical guide to help you get to grips with the basics of data visualization techniques, and how you can
... Leer más
Apache Spark Deep Learning Cookbook

Over 80 best practice recipes for the distributed training and deployment of neural networks using Keras and TensorFlow

de Ahmed Sherif, Amrith Ravindra, Michal Malohlava, Adnan Masood ...

Run efficient deep learning models on Apache Spark using TensorFlow and KerasKey FeaturesTrain distributed complex neural networks on Apache SparkUse TensorFlow and Keras to train and deploy deep learning modelsExplore practical tips to enhance performanceBook DescriptionOrganizations these days need to integrate popular big data tools such as Apache Spark with highly efficient deep learning ... Leer más

$41.39 USD o gratis con Kobo Plus

Run efficient deep learning models on Apache Spark using TensorFlow and KerasKey FeaturesTrain distributed complex neural networks on Apache SparkUse TensorFlow and Keras to train and deploy deep learning modelsExplore practical tips to enhance performanceBook DescriptionOrganizations these days need to integrate popular big data tools such as Apache Spark with highly efficient deep learning
... Leer más
Learning Quantitative Finance with R

Implement machine learning, time-series analysis, algorithmic trading and more

de Dr. Param Jeet, PRASHANT VATS ...

Get the most out of R to solve your real-world quantitative finance problems with easeKey Features\[\*\] Understand the basics of R and how they can be applied in various Quantitative Finance scenarios\[\*\] Learn various algorithmic trading techniques and ways to optimize them using the tools available in R.\[\*\] Contain different methods to manage risk and explore trading using Machine Learning ... Leer más

$41.39 USD o gratis con Kobo Plus

Get the most out of R to solve your real-world quantitative finance problems with easeKey Features\[\*\] Understand the basics of R and how they can be applied in various Quantitative Finance scenarios\[\*\] Learn various algorithmic trading techniques and ways to optimize them using the tools available in R.\[\*\] Contain different methods to manage risk and explore trading using Machine Learning
... Leer más
Data-Intensive Systems Quickstart

The Practical Basics of Storage, Streams, and Scaling (Concept Maps + Diagrams + Design Checklists)

de Vincent Barrton ...

Mastering data-intensive systems requires more than traditional programming skills or a focus on hardware. The velocity and variety of modern data create unique design demands that must be addressed from the ground up. This guide approaches these challenges by equipping you with the fundamental knowledge and practical tools needed to make sharp architectural decisions in contemporary, data-driven ... Leer más

$5.99 USD

Mastering data-intensive systems requires more than traditional programming skills or a focus on hardware. The velocity and variety of modern data create unique design demands that must be addressed from the ground up. This guide approaches these challenges by equipping you with the fundamental knowledge and practical tools needed to make sharp architectural decisions in contemporary, data-driven
... Leer más
Mastering Numerical Computing with NumPy

Master scientific computing and perform complex operations with ease

de Umit Mert Cakmak, Mert Cuhadaroglu, Tiago Antao ...

Enhance the power of NumPy and start boosting your scientific computing capabilitiesKey FeaturesGrasp all aspects of numerical computing and understand NumPyExplore examples to learn exploratory data analysis (EDA), regression, and clusteringAccess NumPy libraries and use performance benchmarking to select the right toolBook DescriptionNumPy is one of the most important scientific computing ... Leer más

$27.89 USD o gratis con Kobo Plus

Enhance the power of NumPy and start boosting your scientific computing capabilitiesKey FeaturesGrasp all aspects of numerical computing and understand NumPyExplore examples to learn exploratory data analysis (EDA), regression, and clusteringAccess NumPy libraries and use performance benchmarking to select the right toolBook DescriptionNumPy is one of the most important scientific computing
... Leer más
HBase Essentials

de Nishant Garg ...

This book is intended for developers and Big Data engineers who want to know all about HBase at a hands-on level. For in-depth understanding, it would be helpful to have a bit of familiarity with HDFS and MapReduce programming concepts with no prior experience with HBase or similar technologies. This book is also for Big Data enthusiasts and database developers who have worked with other NoSQL ... Leer más

$20.89 USD o gratis con Kobo Plus

This book is intended for developers and Big Data engineers who want to know all about HBase at a hands-on level. For in-depth understanding, it would be helpful to have a bit of familiarity with HDFS and MapReduce programming concepts with no prior experience with HBase or similar technologies. This book is also for Big Data enthusiasts and database developers who have worked with other NoSQL
... Leer más

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