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From Models to Decisions in Machine Learning with Python

From Models to Responsible Decision-Making

de Mathias Ellmann ...

What is the value of an accurate Machine Learning model if it leads to the wrong decision?Machine Learning identifies patterns, estimates probabilities, and generates predictions. But a model does not decide what should be done.Between prediction and action lie objectives, uncertainty, error costs, trade-offs, consequences, and responsibility.From Models to Decisions in Machine Learning with ... Leer más

Antes $14.99 USD Ahora $10.99 USD o gratis con Kobo Plus

What is the value of an accurate Machine Learning model if it leads to the wrong decision?Machine Learning identifies patterns, estimates probabilities, and generates predictions. But a model does not decide what should be done.Between prediction and action lie objectives, uncertainty, error costs, trade-offs, consequences, and responsibility.From Models to Decisions in Machine Learning with
... Leer más
Innovative Mobile and Internet Services in Ubiquitous Computing

Proceedings of the 19th International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS-2025)

Edición de Leonard Barolli, Hsing-Chung Chen, Kangbin Yim ...

Series series Springer Nature Proceedings excluding Computer Science
This book provides latest research findings, methods and development techniques, challenges and solutions from both theoretical and practical perspectives related to Ubiquitous and Pervasive Computing (UPC) with an emphasis on innovative, mobile and internet services.With the proliferation of wireless technologies and electronic devices, there is a fast growing interest in UPC, which enables the ... Leer más

$224.09 USD

This book provides latest research findings, methods and development techniques, challenges and solutions from both theoretical and practical perspectives related to Ubiquitous and Pervasive Computing (UPC) with an emphasis on innovative, mobile and internet services.With the proliferation of wireless technologies and electronic devices, there is a fast growing interest in UPC, which enables the
... Leer más
Uncertainty and Imprecision in Decision Making and Decision Support - New Advances, Challenges, and Perspectives

Selected Papers from the IWIFSGN-2023 -Twenty First International Workshop on Intuitionistic Fuzzy Sets and Generalized Nets Held on October 20, 2023 in Warsaw, Poland

Edición de Krassimir T. Atanassov, Vassia Atanassova, Janusz Kacprzyk, Andrzej Kałuszko, Maciej Krawczak, Jan Owsiński, Sotir N. Sotirov, Evdokia Sotirova, Eulalia Szmidt, Sławomir Zadrożny ...

Series series Springer Nature Proceedings excluding Computer Science
This book contains selected papers from IWIFSGN-2023, the Twenty First International Workshop on Intuitionistic Fuzzy Sets and Generalized Nets, held on October 20, 2023, in Warsaw. This is one of premiere conferences on fuzzy logic, notably on extensions of the traditional fuzzy sets, in particular the intuitionistic fuzzy sets, also comprising a considerable part on the generalized nets (GNs) ... Leer más

$197.09 USD

This book contains selected papers from IWIFSGN-2023, the Twenty First International Workshop on Intuitionistic Fuzzy Sets and Generalized Nets, held on October 20, 2023, in Warsaw. This is one of premiere conferences on fuzzy logic, notably on extensions of the traditional fuzzy sets, in particular the intuitionistic fuzzy sets, also comprising a considerable part on the generalized nets (GNs)
... Leer más
AISMA-2023: International Workshop on Advanced Information Security Management and Applications

Edición de Zahid Raza, Mikhail Babenko, Mohammad Sajid, Maria Lapina, Vyacheslav Zolotarev ...

Series series Springer Nature Proceedings excluding Computer Science
This book is based on the best papers accepted for presentation during the AISMA-2023: International Workshop on Advanced in Information Security Management and Applications on September 29 - October 1, 2023 in online mode at Stavropol, Krasnoyarsk, Russia.The book includes research on information security problems and solutions in the field of information security management, blockchain and ... Leer más

$179.09 USD

This book is based on the best papers accepted for presentation during the AISMA-2023: International Workshop on Advanced in Information Security Management and Applications on September 29 - October 1, 2023 in online mode at Stavropol, Krasnoyarsk, Russia.The book includes research on information security problems and solutions in the field of information security management, blockchain and
... Leer más
Codice di guerra

Etica dell’intelligenza artificiale nella difesa

de Mariarosaria Taddeo ...

La digitalizzazione della difesa nazionale, iniziata con la prima guerra del Golfo, ha trovato nella guerra in Ucraina il suo punto di non ritorno. In questi anni è diventato evidente che la grande quantità di dati che produciamo ogni giorno unita all’intelligenza artificiale (IA) ha una notevole importanza nei processi decisionali e operativi della difesa e sicurezza nazionale: dall’intelligence ... Leer más

$25.99 USD

La digitalizzazione della difesa nazionale, iniziata con la prima guerra del Golfo, ha trovato nella guerra in Ucraina il suo punto di non ritorno. In questi anni è diventato evidente che la grande quantità di dati che produciamo ogni giorno unita all’intelligenza artificiale (IA) ha una notevole importanza nei processi decisionali e operativi della difesa e sicurezza nazionale: dall’intelligence
... Leer más
Data Science in Engineering, Volume 10

Proceedings of the 41st IMAC, A Conference and Exposition on Structural Dynamics 2023

Edición de Ramin Madarshahian, Fran�s Hemez ...

Data Science in Engineering, Volume 10: Proceedings of the 41st IMAC, A Conference and Exposition on Structural Dynamics, 2023, the tenth volume of ten from the Conference brings together contributions to this important area of research and engineering. The collection presents early findings and case studies on fundamental and applied aspects of Data Science in Engineering, including papers on ... Leer más

$279.00 USD

Data Science in Engineering, Volume 10: Proceedings of the 41st IMAC, A Conference and Exposition on Structural Dynamics, 2023, the tenth volume of ten from the Conference brings together contributions to this important area of research and engineering. The collection presents early findings and case studies on fundamental and applied aspects of Data Science in Engineering, including papers on
... Leer más
Scientific Computing with Python

High-performance scientific computing with NumPy, SciPy, and pandas

de Claus Fuhrer, Jan Erik Solem, Olivier Verdier, Claus Führer ...

Leverage this example-packed, comprehensive guide for all your Python computational needsKey FeaturesLearn the first steps within Python to highly specialized conceptsExplore examples and code snippets taken from typical programming situations within scientific computing.Delve into essential computer science concepts like iterating, object-oriented programming, testing, and MPI presented in strong ... Leer más

$27.99 USD o gratis con Kobo Plus

Leverage this example-packed, comprehensive guide for all your Python computational needsKey FeaturesLearn the first steps within Python to highly specialized conceptsExplore examples and code snippets taken from typical programming situations within scientific computing.Delve into essential computer science concepts like iterating, object-oriented programming, testing, and MPI presented in strong
... Leer más
Il Terzo Like

de Rocco ...

In che modo Google manipola le nostre ricerche?I social network sono davvero gratis? E se li stessimo pagando più di quanto pensiamo e in una moneta di cui ignoriamo l'esistenza?Perché il Dipartimento di Difesa statunitense ha promosso lo sviluppo di Internet?In che modo i Signori del Web sono coinvolti in complesse strategie di manipolazione delle masse e di ingegneria sociale?Con "Il Terzo Like" ... Leer más

$5.99 USD

In che modo Google manipola le nostre ricerche?I social network sono davvero gratis? E se li stessimo pagando più di quanto pensiamo e in una moneta di cui ignoriamo l'esistenza?Perché il Dipartimento di Difesa statunitense ha promosso lo sviluppo di Internet?In che modo i Signori del Web sono coinvolti in complesse strategie di manipolazione delle masse e di ingegneria sociale?Con "Il Terzo Like"
... Leer más
High-Performance Computing of Big Data for Turbulence and Combustion

Edición de Sergio Pirozzoli, Tapan K. Sengupta ...

Series series Engineering (R0)
This book provides state-of-art information on high-accuracy scientific computing and its future prospects, as applicable to the broad areas of fluid mechanics and combustion, and across all speed regimes. Beginning with the concepts of space-time discretization and dispersion relation in numerical computing, the foundations are laid for the efficient solution of the Navier-Stokes equations, with ... Leer más

$89.09 USD

This book provides state-of-art information on high-accuracy scientific computing and its future prospects, as applicable to the broad areas of fluid mechanics and combustion, and across all speed regimes. Beginning with the concepts of space-time discretization and dispersion relation in numerical computing, the foundations are laid for the efficient solution of the Navier-Stokes equations, with
... Leer más
Intelligent Computing and Communication

Proceedings of 7th ICICC 2024, Volume 1

Edición de K. Srujan Raju, Roman Senkerik, T. Kishore Kumar, Mathini Sellathurai, Voruganti Naresh Kumar ...

Series series Springer Nature Proceedings excluding Computer Science
This book features a collection of high-quality, peer-reviewed papers presented at the Seventh International Conference on Intelligent Computing and Communication (ICICC 2024) organized by CMR Technical Campus (CMRTC), Hyderabad, Telangana, India, on August 30–31, 2024. It focuses on innovation paradigms in system knowledge, intelligence, and sustainability that can be applied to provide practical ... Leer más

$224.99 USD

This book features a collection of high-quality, peer-reviewed papers presented at the Seventh International Conference on Intelligent Computing and Communication (ICICC 2024) organized by CMR Technical Campus (CMRTC), Hyderabad, Telangana, India, on August 30–31, 2024. It focuses on innovation paradigms in system knowledge, intelligence, and sustainability that can be applied to provide practical
... Leer más
Designing Cloud Data Platforms

de Danil Zburivsky, Lynda Partner ...

In Designing Cloud Data Platforms, Danil Zburivsky and Lynda Partner reveal a six-layer approach that increases flexibility and reduces costs. Discover patterns for ingesting data from a variety of sources, then learn to harness pre-built services provided by cloud vendors.SummaryCentralized data warehouses, the long-time defacto standard for housing data for analytics, are rapidly giving way to ... Leer más

$49.99 USD

In Designing Cloud Data Platforms, Danil Zburivsky and Lynda Partner reveal a six-layer approach that increases flexibility and reduces costs. Discover patterns for ingesting data from a variety of sources, then learn to harness pre-built services provided by cloud vendors.SummaryCentralized data warehouses, the long-time defacto standard for housing data for analytics, are rapidly giving way to
... Leer más
Machine Learning Bookcamp

Build a portfolio of real-life projects

de Alexey Grigorev ...

Time to flex your machine learning muscles! Take on the carefully designed challenges of the Machine Learning Bookcamp and master essential ML techniques through practical application.SummaryIn Machine Learning Bookcamp you will:Collect and clean data for training modelsUse popular Python tools, including NumPy, Scikit-Learn, and TensorFlowApply ML to complex datasets with imagesDeploy ML models ... Leer más

$49.99 USD

Time to flex your machine learning muscles! Take on the carefully designed challenges of the Machine Learning Bookcamp and master essential ML techniques through practical application.SummaryIn Machine Learning Bookcamp you will:Collect and clean data for training modelsUse popular Python tools, including NumPy, Scikit-Learn, and TensorFlowApply ML to complex datasets with imagesDeploy ML models
... Leer más
Getting Started with Natural Language Processing

de Ekaterina Kochmar ...

Hit the ground running with this in-depth introduction to the NLP skills and techniques that allow your computers to speak human.In Getting Started with Natural Language Processing you’ll learn about:Fundamental concepts and algorithms of NLPUseful Python libraries for NLPBuilding a search algorithmExtracting information from raw textPredicting sentiment of an input textAuthor profilingTopic ... Leer más

$49.99 USD

Hit the ground running with this in-depth introduction to the NLP skills and techniques that allow your computers to speak human.In Getting Started with Natural Language Processing you’ll learn about:Fundamental concepts and algorithms of NLPUseful Python libraries for NLPBuilding a search algorithmExtracting information from raw textPredicting sentiment of an input textAuthor profilingTopic
... Leer más
Evolutionary Deep Learning

Genetic algorithms and neural networks

de Micheal Lanham ...

Discover one-of-a-kind AI strategies never before seen outside of academic papers! Learn how the principles of evolutionary computation overcome deep learning’s common pitfalls and deliver adaptable model upgrades without constant manual adjustment.In Evolutionary Deep Learning you will learn how to:Solve complex design and analysis problems with evolutionary computationTune deep learning ... Leer más

$58.99 USD

Discover one-of-a-kind AI strategies never before seen outside of academic papers! Learn how the principles of evolutionary computation overcome deep learning’s common pitfalls and deliver adaptable model upgrades without constant manual adjustment.In Evolutionary Deep Learning you will learn how to:Solve complex design and analysis problems with evolutionary computationTune deep learning
... Leer más
Data Science with Python and Dask

de Jesse Daniel ...

SummaryDask is a native parallel analytics tool designed to integrate seamlessly with the libraries you're already using, including Pandas, NumPy, and Scikit-Learn. With Dask you can crunch and work with huge datasets, using the tools you already have. And Data Science with Python and Dask is your guide to using Dask for your data projects without changing the way you work!You'll find registration ... Leer más

$49.99 USD

SummaryDask is a native parallel analytics tool designed to integrate seamlessly with the libraries you're already using, including Pandas, NumPy, and Scikit-Learn. With Dask you can crunch and work with huge datasets, using the tools you already have. And Data Science with Python and Dask is your guide to using Dask for your data projects without changing the way you work!You'll find registration
... Leer más
First-Party Data Activation

Modernize your marketing data platform

de Alina D. Magauova, Oscar Kennis, David H. Joosten ...

Take a new approach to digital marketing based on transparency, relevance, and delivering real value to your audience.First-Party Data Activation shows you how to transform general customer data into a deep understanding of who your customers are, what resonates with them, and where to focus your data-driven marketing efforts. You'll discover how the world’s most tech-savvy brands effectively ... Leer más

$49.99 USD

Take a new approach to digital marketing based on transparency, relevance, and delivering real value to your audience.First-Party Data Activation shows you how to transform general customer data into a deep understanding of who your customers are, what resonates with them, and where to focus your data-driven marketing efforts. You'll discover how the world’s most tech-savvy brands effectively
... Leer más
The Quick Python Book, Fourth Edition

Write modern professional Python

de Naomi Ceder ...

A fast-paced introduction to Python for intermediate developers–now with coverage of generative AI!For over 25 years, The Quick Python Book has been one of the best Python books money can buy. It concisely covers programming basics, while introducing Python's comprehensive standard library and unique features in depth and detail. In this fourth edition, you’ll find new coverage of AI coding tools ... Leer más

$49.99 USD

A fast-paced introduction to Python for intermediate developers–now with coverage of generative AI!For over 25 years, The Quick Python Book has been one of the best Python books money can buy. It concisely covers programming basics, while introducing Python's comprehensive standard library and unique features in depth and detail. In this fourth edition, you’ll find new coverage of AI coding tools
... Leer más
Transformers in Action

de Nicole Koenigstein ...

Understand the architecture that underpins today’s most powerful AI models.Transformers are the superpower behind large language models (LLMs) like ChatGPT, Gemini, and Claude. Transformers in Action gives you the insights, practical techniques, and extensive code samples you need to adapt pretrained transformer models to new and exciting tasks.Inside Transformers in Action you’ll learn:How ... Leer más

$43.99 USD

Understand the architecture that underpins today’s most powerful AI models.Transformers are the superpower behind large language models (LLMs) like ChatGPT, Gemini, and Claude. Transformers in Action gives you the insights, practical techniques, and extensive code samples you need to adapt pretrained transformer models to new and exciting tasks.Inside Transformers in Action you’ll learn:How
... Leer más
PowerShell in Depth

de Don Jones, Jeffery Hicks, Richard Siddaway ...

SummaryPowerShell in Depth, Second Edition is the go-to reference for administrators working with Windows PowerShell. Every major technique, technology, and tactic is carefully explained and demonstrated, providing a hands-on guide to almost everything an admin would do in the shell. Written by three experienced authors and PowerShell MVPs, this is the PowerShell book you'll keep next to your ... Leer más

$49.99 USD

SummaryPowerShell in Depth, Second Edition is the go-to reference for administrators working with Windows PowerShell. Every major technique, technology, and tactic is carefully explained and demonstrated, providing a hands-on guide to almost everything an admin would do in the shell. Written by three experienced authors and PowerShell MVPs, this is the PowerShell book you'll keep next to your
... Leer más
Practical Recommender Systems

de Kim Falk ...

SummaryOnline recommender systems help users find movies, jobs, restaurants-even romance! There's an art in combining statistics, demographics, and query terms to achieve results that will delight them. Learn to build a recommender system the right way: it can make or break your application!About the TechnologyRecommender systems are everywhere, helping you find everything from movies to jobs, ... Leer más

$49.99 USD

SummaryOnline recommender systems help users find movies, jobs, restaurants-even romance! There's an art in combining statistics, demographics, and query terms to achieve results that will delight them. Learn to build a recommender system the right way: it can make or break your application!About the TechnologyRecommender systems are everywhere, helping you find everything from movies to jobs,
... Leer más
ArcGIS Web Development

de Rene Rubalcava ...

SummaryArcGIS Web Development is an example-rich tutorial designed to teach developers to use the ArcGIS JavaScript API to build custom GIS web applications.About the TechnologyNow you can unshackle your GIS application from a workstation! Using the ArcGIS JavaScript API, developers can build mobile and web-based maps and applications driven by ArcGIS data and functionality. Experienced ArcGIS ... Leer más

$49.99 USD

SummaryArcGIS Web Development is an example-rich tutorial designed to teach developers to use the ArcGIS JavaScript API to build custom GIS web applications.About the TechnologyNow you can unshackle your GIS application from a workstation! Using the ArcGIS JavaScript API, developers can build mobile and web-based maps and applications driven by ArcGIS data and functionality. Experienced ArcGIS
... Leer más
Deep Learning with Structured Data

de Mark Ryan ...

Deep Learning with Structured Data teaches you powerful data analysis techniques for tabular data and relational databases.SummaryDeep learning offers the potential to identify complex patterns and relationships hidden in data of all sorts. Deep Learning with Structured Data shows you how to apply powerful deep learning analysis techniques to the kind of structured, tabular data you'll find in the ... Leer más

$49.99 USD

Deep Learning with Structured Data teaches you powerful data analysis techniques for tabular data and relational databases.SummaryDeep learning offers the potential to identify complex patterns and relationships hidden in data of all sorts. Deep Learning with Structured Data shows you how to apply powerful deep learning analysis techniques to the kind of structured, tabular data you'll find in the
... Leer más
Build a Robo-Advisor with Python (From Scratch)

de Rob Reider ...

Take control of your wealth management by building your own reliable, effective, and automated financial advisor tool.Automated digital financial advisors—also called robo-advisors—manage billions of dollars in assets. Follow the step-by-step instructions in this hands-on guide, and you’ll learn to build your robo-advisor capable of managing a real investing strategy.In Build a Robo-Advisor with ... Leer más

$49.99 USD

Take control of your wealth management by building your own reliable, effective, and automated financial advisor tool.Automated digital financial advisors—also called robo-advisors—manage billions of dollars in assets. Follow the step-by-step instructions in this hands-on guide, and you’ll learn to build your robo-advisor capable of managing a real investing strategy.In Build a Robo-Advisor with
... Leer más
Machine Learning Engineering in Action

de Ben Wilson ...

Field-tested tips, tricks, and design patterns for building machine learning projects that are deployable, maintainable, and secure from concept to production.In Machine Learning Engineering in Action, you will learn:Evaluating data science problems to find the most effective solutionScoping a machine learning project for usage expectations and budgetProcess techniques that minimize wasted effort ... Leer más

$58.99 USD

Field-tested tips, tricks, and design patterns for building machine learning projects that are deployable, maintainable, and secure from concept to production.In Machine Learning Engineering in Action, you will learn:Evaluating data science problems to find the most effective solutionScoping a machine learning project for usage expectations and budgetProcess techniques that minimize wasted effort
... Leer más

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