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Hands-On Automated Machine Learning

A beginner's guide to building automated machine learning systems using AutoML and Python

de Sibanjan Das, Umit Mert Cakmak ...

Automate data and model pipelines for faster machine learning applications Key FeaturesBuild automated modules for different machine learning componentsUnderstand each component of a machine learning pipeline in depthLearn to use different open source AutoML and feature engineering platformsBook DescriptionAutoML is designed to automate parts of Machine Learning. Readily available AutoML tools are ... Leer más

$34.99 USD o gratis con Kobo Plus

Automate data and model pipelines for faster machine learning applications Key FeaturesBuild automated modules for different machine learning componentsUnderstand each component of a machine learning pipeline in depthLearn to use different open source AutoML and feature engineering platformsBook DescriptionAutoML is designed to automate parts of Machine Learning. Readily available AutoML tools are
... Leer más
Hands-On Data Science and Python Machine Learning

Perform data mining and machine learning efficiently using Python and Spark

de Frank Kane ...

This book covers the fundamentals of machine learning with Python in a concise and dynamic manner. It covers data mining and large-scale machine learning using Apache Spark.Key FeaturesTake your first steps in the world of data science by understanding the tools and techniques of data analysisTrain efficient Machine Learning models in Python using the supervised and unsupervised learning ... Leer más

$34.99 USD o gratis con Kobo Plus

This book covers the fundamentals of machine learning with Python in a concise and dynamic manner. It covers data mining and large-scale machine learning using Apache Spark.Key FeaturesTake your first steps in the world of data science by understanding the tools and techniques of data analysisTrain efficient Machine Learning models in Python using the supervised and unsupervised learning
... Leer más
SQLITE FOR DATA ANALYST AND DATA SCIENTIST WITH PYTHON GUI

de Vivian Siahaan, Rismon Hasiholan Sianipar ...

In this project, we will use the SQLite version of BikeStores database as a sample database to help you work with MySQL quickly and effectively. The stores table includes the store’s information. Each store has a store name, contact information such as phone and email, and an address including street, city, state, and zip code. The staffs table stores the essential information of staffs including ... Leer más

$11.99 USD

In this project, we will use the SQLite version of BikeStores database as a sample database to help you work with MySQL quickly and effectively. The stores table includes the store’s information. Each store has a store name, contact information such as phone and email, and an address including street, city, state, and zip code. The staffs table stores the essential information of staffs including
... Leer más
Springer Handbook of Data Engineering

Edición de Fatos Xhafa ...

Series series Reference Module Computer Science and Engineering
The Springer Handbook of Data Engineering is a comprehensive reference on the principles, technologies, and practices for designing, building, and deploying modern data infrastructures. It addresses the engineering foundations required to transform massive, heterogeneous data into actionable knowledge for intelligent systems and data-driven decision-making.This handbook explores the full spectrum ... Leer más

$494.99 USD

The Springer Handbook of Data Engineering is a comprehensive reference on the principles, technologies, and practices for designing, building, and deploying modern data infrastructures. It addresses the engineering foundations required to transform massive, heterogeneous data into actionable knowledge for intelligent systems and data-driven decision-making.This handbook explores the full spectrum
... Leer más
Cyber Security Intelligence and Analytics

The 6th International Conference on Cyber Security Intelligence and Analytics (CSIA 2024), Volume 1

Edición de Zheng Xu, Saed Alrabaee, Octavio Loyola-González, Nurul Hidayah Ab Rahman ...

Series series Springer Nature Proceedings excluding Computer Science
This book delves into the latest advancements and innovations in big data analytics as applied to cyber-physical systems within smart city frameworks. Key themes include the integration of IoT, AI, and machine learning for enhanced urban management, sustainable development, and improved quality of life. The book showcases cutting-edge research, practical case studies, and expert insights, making ... Leer más

$215.99 USD

This book delves into the latest advancements and innovations in big data analytics as applied to cyber-physical systems within smart city frameworks. Key themes include the integration of IoT, AI, and machine learning for enhanced urban management, sustainable development, and improved quality of life. The book showcases cutting-edge research, practical case studies, and expert insights, making
... Leer más
Next-Generation Business Models: The Role of Advanced Technologies in Defining the Future

ICBT 2024, Volume 1

Edición de Bahaaeddin Alareeni, Allam Hamdan ...

Series series Springer Nature Proceedings excluding Computer Science
This book provides valuable insights into how advanced technologies are reshaping the modern business landscape. As we navigate an era defined by rapid innovation and constant disruption, businesses must rethink traditional models to stay competitive. It explores the strategic integration of tools such as artificial intelligence, blockchain, and the Internet of Things, highlighting their role in ... Leer más

$224.99 USD

This book provides valuable insights into how advanced technologies are reshaping the modern business landscape. As we navigate an era defined by rapid innovation and constant disruption, businesses must rethink traditional models to stay competitive. It explores the strategic integration of tools such as artificial intelligence, blockchain, and the Internet of Things, highlighting their role in
... Leer más
Innovations in Sustainable Agricultural Systems, Agriculture 4.0 and Precision Agriculture, Volume 2

ISAS 2025

Edición de Irina Samoylenko, Toshpulot Rajabov ...

Series series Springer Nature Proceedings excluding Computer Science
This book delves into the transformative technologies and practices that are shaping the future of agriculture, emphasizing the importance of sustainability. Key themes explored in the book include: I. Digital Agricultural Techniques, Tools and Systems, which highlight the role of data analytics and automation in optimizing farm operations; II. Sustainable Development of Agricultural and Food ... Leer más

$224.99 USD

This book delves into the transformative technologies and practices that are shaping the future of agriculture, emphasizing the importance of sustainability. Key themes explored in the book include: I. Digital Agricultural Techniques, Tools and Systems, which highlight the role of data analytics and automation in optimizing farm operations; II. Sustainable Development of Agricultural and Food
... Leer más
Intersection of Artificial Intelligence, Data Science, and Cutting-Edge Technologies: From Concepts to Applications in Smart Environment

ICAISE’2024, Volume 1

Edición de Yousef Farhaoui, Tutut Herawan, Agbotiname Lucky Imoize, Ahmad El Allaoui ...

Series series Springer Nature Proceedings excluding Computer Science
This book explores the integration of AI, data science, and emerging technologies to create innovative, practical solutions for smart environments. This book offers a comprehensive framework that combines theoretical concepts with real-world applications, focusing on how these technologies intersect to transform various domains such as healthcare, urban planning, and sustainable development.The ... Leer más

$197.99 USD

This book explores the integration of AI, data science, and emerging technologies to create innovative, practical solutions for smart environments. This book offers a comprehensive framework that combines theoretical concepts with real-world applications, focusing on how these technologies intersect to transform various domains such as healthcare, urban planning, and sustainable development.The
... Leer más
Improving Your Splunk Skills

Leverage the operational intelligence capabilities of Splunk to unlock new hidden business insights

de Paul R. Johnson, Josh Diakun, Derek Mock, James D. Miller ...

Transform machine-generated data into valuable business insights using the powers of SplunkKey FeaturesExplore the all-new machine learning toolkit in Splunk 7.xTackle any problems related to searching and analyzing your data with SplunkGet the latest information and business insights on Splunk 7.xBook DescriptionSplunk makes it easy for you to take control of your data and drive your business ... Leer más

$31.99 USD o gratis con Kobo Plus

Transform machine-generated data into valuable business insights using the powers of SplunkKey FeaturesExplore the all-new machine learning toolkit in Splunk 7.xTackle any problems related to searching and analyzing your data with SplunkGet the latest information and business insights on Splunk 7.xBook DescriptionSplunk makes it easy for you to take control of your data and drive your business
... Leer más
TIBCO Spotfire – A Comprehensive Primer

de Michael Phillips ...

0 ... Leer más

$29.99 USD o gratis con Kobo Plus

0
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Microsoft System Center Data Protection Manager 2012 R2 Cookbook

Over 100 recipes to build your own designs exploring the advanced functionality and features of System Center DPM 2012 R2

de Robert Hedblom, Robert Heldblom ...

Key FeaturesBook DescriptionIf you are a DPM administrator, this book will help you verify your knowledge and provide you with everything you need to know about the 2012 R2 release. No prior knowledge about System Center DPM is required, however some experience of running backups will come in handy.What you will learnProtect file shares, volumes, and catalogues and restore file data to its ... Leer más

$49.99 USD o gratis con Kobo Plus

Key FeaturesBook DescriptionIf you are a DPM administrator, this book will help you verify your knowledge and provide you with everything you need to know about the 2012 R2 release. No prior knowledge about System Center DPM is required, however some experience of running backups will come in handy.What you will learnProtect file shares, volumes, and catalogues and restore file data to its
... Leer más
Automated Machine Learning

Hyperparameter optimization, neural architecture search, and algorithm selection with cloud platforms

de Adnan Masood ...

Get to grips with automated machine learning and adopt a hands-on approach to AutoML implementation and associated methodologiesKey FeaturesGet up to speed with AutoML using OSS, Azure, AWS, GCP, or any platform of your choiceEliminate mundane tasks in data engineering and reduce human errors in machine learning modelsFind out how you can make machine learning accessible for all users to promote ... Leer más

$34.99 USD o gratis con Kobo Plus

Get to grips with automated machine learning and adopt a hands-on approach to AutoML implementation and associated methodologiesKey FeaturesGet up to speed with AutoML using OSS, Azure, AWS, GCP, or any platform of your choiceEliminate mundane tasks in data engineering and reduce human errors in machine learning modelsFind out how you can make machine learning accessible for all users to promote
... Leer más
QGIS: Becoming a GIS Power User

de Anita Graser, Ben Mearns, Alex Mandel, Victor Olaya Ferrero, Alexander Bruy ...

Master data management, visualization, and spatial analysis techniques in QGIS and become a GIS power userAbout This BookLearn how to work with various types of data and create beautiful maps using this easy-to-follow guideGive a touch of professionalism to your maps, both for functionality and look and feel, with the help of this practical guideThis progressive, hands-on guide builds on a geo ... Leer más

$61.99 USD o gratis con Kobo Plus

Master data management, visualization, and spatial analysis techniques in QGIS and become a GIS power userAbout This BookLearn how to work with various types of data and create beautiful maps using this easy-to-follow guideGive a touch of professionalism to your maps, both for functionality and look and feel, with the help of this practical guideThis progressive, hands-on guide builds on a geo
... Leer más
Tableau 2019.x Cookbook

Over 115 recipes to build end-to-end analytical solutions using Tableau

de Dmitry Anoshin, Teodora Matic, Slaven Bogdanovic, Tania Lincoln, Dmitrii Shirokov ...

Perform advanced dashboard, visualization, and analytical techniques with Tableau Desktop, Tableau Prep, and Tableau ServerKey FeaturesUnique problem-solution approach to aid effective business decision-makingCreate interactive dashboards and implement powerful business intelligence solutionsIncludes best practices on using Tableau with modern cloud analytics servicesBook DescriptionTableau has ... Leer más

$27.99 USD o gratis con Kobo Plus

Perform advanced dashboard, visualization, and analytical techniques with Tableau Desktop, Tableau Prep, and Tableau ServerKey FeaturesUnique problem-solution approach to aid effective business decision-makingCreate interactive dashboards and implement powerful business intelligence solutionsIncludes best practices on using Tableau with modern cloud analytics servicesBook DescriptionTableau has
... Leer más
Nios4 FIRST STEPS

de Gessica Monteforte ...

Nios4 is a platform for creating ERP and CRM management softwares.It is a program that allows, through tools and functions, to create its own management of different types of data.This manual is a real practical guide addressed to all those who want to approach for the first time Nios4 to create their own custom data management system.Every chapter will go with you step by step in the creation and ... Leer más

$2.99 USD o gratis con Kobo Plus

Nios4 is a platform for creating ERP and CRM management softwares.It is a program that allows, through tools and functions, to create its own management of different types of data.This manual is a real practical guide addressed to all those who want to approach for the first time Nios4 to create their own custom data management system.Every chapter will go with you step by step in the creation and
... Leer más
Automated Machine Learning with AutoKeras

Deep learning made accessible for everyone with just few lines of coding

de Luis Sobrecueva ...

Create better and easy-to-use deep learning models with AutoKerasKey FeaturesDesign and implement your own custom machine learning models using the features of AutoKerasLearn how to use AutoKeras for techniques such as classification, regression, and sentiment analysisGet familiar with advanced concepts as multi-modal, multi-task, and search space customizationBook DescriptionAutoKeras is an ... Leer más

$27.99 USD o gratis con Kobo Plus

Create better and easy-to-use deep learning models with AutoKerasKey FeaturesDesign and implement your own custom machine learning models using the features of AutoKerasLearn how to use AutoKeras for techniques such as classification, regression, and sentiment analysisGet familiar with advanced concepts as multi-modal, multi-task, and search space customizationBook DescriptionAutoKeras is an
... Leer más
Microsoft Azure Machine Learning

Explore predictive analytics using step-by-step tutorials and build models to make prediction in a jiffy with a few mouse clicks

de Sumit Mund ...

Key FeaturesBook DescriptionThe book is intended for those who want to learn how to use Azure Machine Learning. Perhaps you already know a bit about Machine Learning, but have never used ML Studio in Azure; or perhaps you are an absolute newbie. In either case, this book will get you up-and-running quickly.What you will learnLearn to use Azure Machine Learning Studio to visualize and preprocess ... Leer más

$34.99 USD o gratis con Kobo Plus

Key FeaturesBook DescriptionThe book is intended for those who want to learn how to use Azure Machine Learning. Perhaps you already know a bit about Machine Learning, but have never used ML Studio in Azure; or perhaps you are an absolute newbie. In either case, this book will get you up-and-running quickly.What you will learnLearn to use Azure Machine Learning Studio to visualize and preprocess
... Leer más
Java: Data Science Made Easy

de Richard M. Reese, Jennifer L. Reese, Alexey Grigorev ...

Data collection, processing, analysis, and moreAbout This BookYour entry ticket to the world of data science with the stability and power of JavaExplore, analyse, and visualize your data effectively using easy-to-follow examplesA highly practical course covering a broad set of topics - from the basics of Machine Learning to Deep Learning and Big Data frameworks.Who This Book Is ForThis course is ... Leer más

$61.99 USD o gratis con Kobo Plus

Data collection, processing, analysis, and moreAbout This BookYour entry ticket to the world of data science with the stability and power of JavaExplore, analyse, and visualize your data effectively using easy-to-follow examplesA highly practical course covering a broad set of topics - from the basics of Machine Learning to Deep Learning and Big Data frameworks.Who This Book Is ForThis course is
... Leer más
Elasticsearch Server - Third Edition

Leverage Elasticsearch to create a robust, fast, and flexible search solution with ease

de Rafal Kuc, Marek Rogozinski ...

Leverage Elasticsearch to create a robust, fast, and flexible search solution with easeKey Features\[\*\] Boost the searching capabilities of your system through synonyms, multilingual data handling, nested objects and parent-child documents\[\*\] Deep dive into the world of data aggregation and data analysis with ElasticSearch\[\*\] Explore a wide range of ElasticSearch modules that define the ... Leer más

$44.99 USD o gratis con Kobo Plus

Leverage Elasticsearch to create a robust, fast, and flexible search solution with easeKey Features\[\*\] Boost the searching capabilities of your system through synonyms, multilingual data handling, nested objects and parent-child documents\[\*\] Deep dive into the world of data aggregation and data analysis with ElasticSearch\[\*\] Explore a wide range of ElasticSearch modules that define the
... Leer más
Blockchain for Enterprise

Build scalable blockchain applications with privacy, interoperability, and permissioned features

de Narayan Prusty ...

Implement blockchain principles in your choice of domain using Ethereum Key FeaturesBuild permissioned enterprise-grade blockchain applications from scratchImplement Blockchain-as-a-Service to enterprises in terms of deployment and securityAchieve privacy in blockchains using proxy re-encryption algorithmsBook DescriptionThe increasing growth in blockchain use is enormous, and it is changing the ... Leer más

$27.99 USD o gratis con Kobo Plus

Implement blockchain principles in your choice of domain using Ethereum Key FeaturesBuild permissioned enterprise-grade blockchain applications from scratchImplement Blockchain-as-a-Service to enterprises in terms of deployment and securityAchieve privacy in blockchains using proxy re-encryption algorithmsBook DescriptionThe increasing growth in blockchain use is enormous, and it is changing the
... Leer más
Learning Apache Cassandra

Managing fault-tolerant, scalable data with high performance

de Sandeep Yarabarla, Graham Doman ...

Build a scalable, fault-tolerant and highly available data layer for your applications using Apache CassandraKey FeaturesInstall Cassandra and set up multi-node clustersDesign rich schemas that capture the relationships between different data typesMaster the advanced features available in Cassandra 3.x through a step-by-step tutorial and build a scalable, high performance database layerBook ... Leer más

$37.99 USD o gratis con Kobo Plus

Build a scalable, fault-tolerant and highly available data layer for your applications using Apache CassandraKey FeaturesInstall Cassandra and set up multi-node clustersDesign rich schemas that capture the relationships between different data typesMaster the advanced features available in Cassandra 3.x through a step-by-step tutorial and build a scalable, high performance database layerBook
... Leer más
Cross-Cultural Analysis of Image-Based Assessments: Emerging Research and Opportunities

de Lisa Keller, Robert Keller, Michael Nering ...

Translation and communication between cultures can sometimes be a difficult process. Image-based assessments can offer a way for large populations to be tested on different subjects without having to create multiple testing programs. Cross-Cultural Analysis of Image-Based Assessments: Emerging Research and Opportunities is an innovative resource that offers insight into the application of visual ... Leer más

$112.99 USD

Translation and communication between cultures can sometimes be a difficult process. Image-based assessments can offer a way for large populations to be tested on different subjects without having to create multiple testing programs. Cross-Cultural Analysis of Image-Based Assessments: Emerging Research and Opportunities is an innovative resource that offers insight into the application of visual
... Leer más
Challenges and Applications of Data Analytics in Social Perspectives

Edición de V. Sathiyamoorthi, Atilla Elçi ...

With exponentially increasing amounts of data accumulating in real-time, there is no reason why one should not turn data into a competitive advantage. While machine learning, driven by advancements in artificial intelligence, has made great strides, it has not been able to surpass a number of challenges that still prevail in the way of better success. Such limitations as the lack of better methods ... Leer más

$229.99 USD

With exponentially increasing amounts of data accumulating in real-time, there is no reason why one should not turn data into a competitive advantage. While machine learning, driven by advancements in artificial intelligence, has made great strides, it has not been able to surpass a number of challenges that still prevail in the way of better success. Such limitations as the lack of better methods
... Leer más
Innovative Methods in Computer Science and Computational Applications in the Era of Industry 5.0

Proceedings of the 5th International Conference on Artificial Intelligence and Applied Mathematics in Engineering ICAIAME 2023, Volume 1

Edición de D. Jude Hemanth, Utku Kose, Bogdan Patrut, Mevlut Ersoy ...

Series series Springer Nature Proceedings excluding Computer Science
This book provides a wide collection of the recent studies triggering innovative ways to advance computer science and computational applications. The collection enables readers to understand more about technological conditions advancing industrial perspectives towards Industry 5.0. The research studies included in the book were accepted and presented in the 5th International Conference on ... Leer más

$215.99 USD

This book provides a wide collection of the recent studies triggering innovative ways to advance computer science and computational applications. The collection enables readers to understand more about technological conditions advancing industrial perspectives towards Industry 5.0. The research studies included in the book were accepted and presented in the 5th International Conference on
... Leer más

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