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Prognostics and Health Management for Intelligent Electromechanical Systems

by 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 ... Read more

$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
... Read more
Simplifying Data Engineering and Analytics with Delta

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

by 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 ... Read more

$35.99 USD or Free with 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
... Read more
Simplify Big Data Analytics with Amazon EMR

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

by 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 ... Read more

$37.79 USD or Free with 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
... Read more
Machine Learning with BigQuery ML

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

by 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 ... Read more

$34.19 USD or Free with 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
... Read more
Applied Machine Learning and High-Performance Computing on AWS

Accelerate the development of machine learning applications following architectural best practices

by 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 ... Read more

$35.99 USD or Free with 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
... Read more
Python for Geospatial Data Analysis

Theory, Tools, and Practice for Location Intelligence

by 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 ... Read more

$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
... Read more
Proceedings of 19th Iberian Conference on Information Systems and Technologies (CISTI 2024)

Volume 5

Edited by 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 ... Read more

$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
... Read more
Applied Unsupervised Learning with R

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

by 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 ... Read more

$26.59 USD or Free with 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
... Read more
Data Science in 7 days: R Language Fast-Track with Hands-on Projects

by 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, ... Read more

$8.00 USD or Free with 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,
... Read more
Applied Data Visualization with R and ggplot2

Create useful, elaborate, and visually appealing plots

by 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 ... Read more

$25.69 USD or Free with 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
... Read more
Practical Big Data Analytics

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

by 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 ... Read more

$37.79 USD or Free with 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
... Read more
IBM Db2 11.1 Certification Guide

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

by 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 ... Read more

$34.19 USD or Free with 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
... Read more
Hands-On Ensemble Learning with R

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

by 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 ... Read more

$37.79 USD or Free with 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
... Read more
Big Data Analytics with SAS

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

by 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 ... Read more

$37.79 USD or Free with 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
... Read more
R Data Visualization Recipes

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

by 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 ... Read more

$25.69 USD or Free with 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
... Read more
Apache Spark Deep Learning Cookbook

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

by 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 ... Read more

$41.39 USD or Free with 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
... Read more
Learning Quantitative Finance with R

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

by 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 ... Read more

$41.39 USD or Free with 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
... Read more
Data-Intensive Systems Quickstart

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

by 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 ... Read more

$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
... Read more
Mastering Numerical Computing with NumPy

Master scientific computing and perform complex operations with ease

by 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 ... Read more

$27.89 USD or Free with 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
... Read more
Mastering D3.js

by Pablo Navarro Castillo ...

If you are a software developer working with data visualizations and want to build complex data visualizations, this book is for you. Basic knowledge of D3 framework is expected. With real-world examples, you will learn how to structure your applications to create enterprise-level charts and interactive dashboards. ... Read more

$31.49 USD or Free with Kobo Plus

If you are a software developer working with data visualizations and want to build complex data visualizations, this book is for you. Basic knowledge of D3 framework is expected. With real-world examples, you will learn how to structure your applications to create enterprise-level charts and interactive dashboards.
... Read more
Learning Kibana 5.0

Exploit the visualization capabilities of Kibana and build powerful interactive dashboards

by Bahaaldine Azarmi ...

Exploit the visualization capabilities of Kibana and build powerful interactive dashboardsKey Features\[\*\] Introduction to data-driven architecture and the Elastic stack\[\*\] Build effective dashboards for data visualization and explore datasets with Elastic Graph\[\*\] A comprehensive guide to learning scalable data visualization techniques in KibanaBook DescriptionKibana is an open source ... Read more

$34.19 USD or Free with Kobo Plus

Exploit the visualization capabilities of Kibana and build powerful interactive dashboardsKey Features\[\*\] Introduction to data-driven architecture and the Elastic stack\[\*\] Build effective dashboards for data visualization and explore datasets with Elastic Graph\[\*\] A comprehensive guide to learning scalable data visualization techniques in KibanaBook DescriptionKibana is an open source
... Read more
Instant Heat Maps in R: How-to

by Sebastian Raschka ...

Filled with practical, step-by-step instructions and clear explanations for the most important and useful tasks. Heat Maps in R: How-to is an easy to understand book that starts with a simple heat map and takes you all the way through to advanced heat maps with graphics and data manipulation.Heat Maps in R: How-to is the book for you if you want to make use of this free and open source software to ... Read more

$15.19 USD or Free with Kobo Plus

Filled with practical, step-by-step instructions and clear explanations for the most important and useful tasks. Heat Maps in R: How-to is an easy to understand book that starts with a simple heat map and takes you all the way through to advanced heat maps with graphics and data manipulation.Heat Maps in R: How-to is the book for you if you want to make use of this free and open source software to
... Read more
Hands-On Machine Learning for Algorithmic Trading

Design and implement investment strategies based on smart algorithms that learn from data using Python

by Stefan Jansen ...

Explore effective trading strategies in real-world markets using NumPy, spaCy, pandas, scikit-learn, and KerasKey FeaturesImplement machine learning algorithms to build, train, and validate algorithmic modelsCreate your own algorithmic design process to apply probabilistic machine learning approaches to trading decisionsDevelop neural networks for algorithmic trading to perform time series ... Read more

$43.19 USD or Free with Kobo Plus

Explore effective trading strategies in real-world markets using NumPy, spaCy, pandas, scikit-learn, and KerasKey FeaturesImplement machine learning algorithms to build, train, and validate algorithmic modelsCreate your own algorithmic design process to apply probabilistic machine learning approaches to trading decisionsDevelop neural networks for algorithmic trading to perform time series
... Read more
Graph Sampling

by Li-Chun Zhang ...

Many technological, socio-economic, environmental, biomedical phenomena exhibit an underlying graph structure. Valued graph allows one to incorporate the connections or links among the population units in addition. The links may provide effectively access to the part of population that is the primary target, which is the case for many unconventional sampling methods, such as indirect, network, ... Read more

$31.99 USD

Many technological, socio-economic, environmental, biomedical phenomena exhibit an underlying graph structure. Valued graph allows one to incorporate the connections or links among the population units in addition. The links may provide effectively access to the part of population that is the primary target, which is the case for many unconventional sampling methods, such as indirect, network,
... Read more

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