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Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation

Proceedings of the INFUS 2021 Conference, held August 24-26, 2021. Volume 1

Bewerkt door Cengiz Kahraman, Selcuk Cebi, Sezi Cevik Onar, Basar Oztaysi, A. Cagri Tolga, Irem Ucal Sari ...

Serie series Springer Nature Proceedings excluding Computer Science
This book presents recent research in intelligent and fuzzy techniques. Emerging conditions such as pandemic, wars, natural disasters and various high technologies force people for significant changes in business and social life. The adoption of digital technologies to transform services or businesses, through replacing non-digital or manual processes with digital processes or replacing older ... Meer lezen

211,99 €

This book presents recent research in intelligent and fuzzy techniques. Emerging conditions such as pandemic, wars, natural disasters and various high technologies force people for significant changes in business and social life. The adoption of digital technologies to transform services or businesses, through replacing non-digital or manual processes with digital processes or replacing older
... Meer lezen
Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation

Proceedings of the INFUS 2021 Conference, held August 24-26, 2021. Volume 2

Bewerkt door Cengiz Kahraman, Selcuk Cebi, Sezi Cevik Onar, Basar Oztaysi, A. Cagri Tolga, Irem Ucal Sari ...

Serie series Springer Nature Proceedings excluding Computer Science
This book presents recent research in intelligent and fuzzy techniques. Emerging conditions such as pandemic, wars, natural disasters and various high technologies force people for significant changes in business and social life. The adoption of digital technologies to transform services or businesses, through replacing non-digital or manual processes with digital processes or replacing older ... Meer lezen

211,99 €

This book presents recent research in intelligent and fuzzy techniques. Emerging conditions such as pandemic, wars, natural disasters and various high technologies force people for significant changes in business and social life. The adoption of digital technologies to transform services or businesses, through replacing non-digital or manual processes with digital processes or replacing older
... Meer lezen
Science and Global Challenges of the 21st Century - Science and Technology

Proceedings of the International Perm Forum “Science and Global Challenges of the 21st Century”

Bewerkt door Alvaro Rocha, Ekaterina Isaeva ...

Serie series Springer Nature Proceedings excluding Computer Science
This book comprises the proceedings of the International Perm Forum “Science and Global Challenges of the 21st Century” held on October 18th – 23rd, 2021, at Perm State University, Perm, Russia. Global challenges, which determine the main trends in the development of social and economic life in the XXI century, require the integration of specialists in various fields of knowledge. That is why the ... Meer lezen

285,14 €

This book comprises the proceedings of the International Perm Forum “Science and Global Challenges of the 21st Century” held on October 18th – 23rd, 2021, at Perm State University, Perm, Russia. Global challenges, which determine the main trends in the development of social and economic life in the XXI century, require the integration of specialists in various fields of knowledge. That is why the
... Meer lezen
精通数据科学算法

Chinese Edition

door Posts & Telecom Press, David Natingga ...

一周掌握常用的数据科学算法本书提供完整源代码实现，案例式辅助讲解Key Features7种数据科学算法高效进行数据分类及预测从简单的例子开始讲解算法的基本概念与知识通过对案例进行扩展以讲解一些特殊的分析算法Book Description机器学习的应用是高度自度化且自动修正的。学习到的数据越多，机器学习应用需要的人工干预就越少。为了解决现实世界中复杂的数据问题，科学家们开发出专门的机器学习算法来解决这些问题。数据科学正是通过算法和统计分析来帮助读者从现有数据中获取新知识的。本书将解决如何精确且高效地进行数据分类及预测的问题。本书主要讲解7种数据科学算法，有k最近邻算法、朴素贝叶斯算法、决策树、随机森林，k-means聚类、回归分析和时间序列分析。此外，你还会掌握如何对数据进行预聚类，以便针对大型数据集进行优化和分类。最后，你将了解如何根据数据集中的现有趋势来预测数据 ... Meer lezen

79,49 € of Gratis met Kobo Plus

一周掌握常用的数据科学算法本书提供完整源代码实现，案例式辅助讲解Key Features7种数据科学算法高效进行数据分类及预测从简单的例子开始讲解算法的基本概念与知识通过对案例进行扩展以讲解一些特殊的分析算法Book Description机器学习的应用是高度自度化且自动修正的。学习到的数据越多，机器学习应用需要的人工干预就越少。为了解决现实世界中复杂的数据问题，科学家们开发出专门的机器学习算法来解决这些问题。数据科学正是通过算法和统计分析来帮助读者从现有数据中获取新知识的。本书将解决如何精确且高效地进行数据分类及预测的问题。本书主要讲解7种数据科学算法，有k最近邻算法、朴素贝叶斯算法、决策树、随机森林，k-means聚类、回归分析和时间序列分析。此外，你还会掌握如何对数据进行预聚类，以便针对大型数据集进行优化和分类。最后，你将了解如何根据数据集中的现有趋势来预测数据
... Meer lezen
Deep Learning with PyTorch Quick Start Guide

Learn to train and deploy neural network models in Python

door David Julian ...

Introduction to deep learning and PyTorch by building a convolutional neural network and recurrent neural network for real-world use cases such as image classification, transfer learning, and natural language processing.Key FeaturesClear and concise explanationsGives important insights into deep learning modelsPractical demonstration of key conceptsBook DescriptionPyTorch is extremely powerful and ... Meer lezen

22,25 € of Gratis met Kobo Plus

Introduction to deep learning and PyTorch by building a convolutional neural network and recurrent neural network for real-world use cases such as image classification, transfer learning, and natural language processing.Key FeaturesClear and concise explanationsGives important insights into deep learning modelsPractical demonstration of key conceptsBook DescriptionPyTorch is extremely powerful and
... Meer lezen
Python Data Analysis

Perform data collection, data processing, wrangling, visualization, and model building using Python

door Avinash Navlani, Ivan Idris ...

Understand data analysis pipelines using machine learning algorithms and techniques with this practical guideKey FeaturesPrepare and clean your data to use it for exploratory analysis, data manipulation, and data wranglingDiscover supervised, unsupervised, probabilistic, and Bayesian machine learning methodsGet to grips with graph processing and sentiment analysisBook DescriptionData analysis ... Meer lezen

26,49 € of Gratis met Kobo Plus

Understand data analysis pipelines using machine learning algorithms and techniques with this practical guideKey FeaturesPrepare and clean your data to use it for exploratory analysis, data manipulation, and data wranglingDiscover supervised, unsupervised, probabilistic, and Bayesian machine learning methodsGet to grips with graph processing and sentiment analysisBook DescriptionData analysis
... Meer lezen
Python Data Analysis, Second Edition

Data manipulation and complex data analysis with Python

door Armando Fandango ...

Learn how to apply powerful data analysis techniques with popular open source Python modulesKey Features\[\*\]Find, manipulate, and analyze your data using the Python 3.5 libraries\[\*\]Perform advanced, high-performance linear algebra and mathematical calculations with clean and efficient Python code\[\*\]An easy-to-follow guide with realistic examples that are frequently used in real-world data ... Meer lezen

37,09 € of Gratis met Kobo Plus

Learn how to apply powerful data analysis techniques with popular open source Python modulesKey Features\[\*\]Find, manipulate, and analyze your data using the Python 3.5 libraries\[\*\]Perform advanced, high-performance linear algebra and mathematical calculations with clean and efficient Python code\[\*\]An easy-to-follow guide with realistic examples that are frequently used in real-world data
... Meer lezen
Architecting Modern Data Platforms

A Guide to Enterprise Hadoop at Scale

door Jan Kunigk, Ian Buss, Paul Wilkinson, Lars George ...

There’s a lot of information about big data technologies, but splicing these technologies into an end-to-end enterprise data platform is a daunting task not widely covered. With this practical book, you’ll learn how to build big data infrastructure both on-premises and in the cloud and successfully architect a modern data platform.Ideal for enterprise architects, IT managers, application ... Meer lezen

29,03 €

There’s a lot of information about big data technologies, but splicing these technologies into an end-to-end enterprise data platform is a daunting task not widely covered. With this practical book, you’ll learn how to build big data infrastructure both on-premises and in the cloud and successfully architect a modern data platform.Ideal for enterprise architects, IT managers, application
... Meer lezen
Enhancing Surrogate-Based Optimization Through Parallelization

door Frederik Rehbach ...

Serie series Intelligent Technologies and Robotics (R0)
This book presents a solution to the challenging issue of optimizing expensive-to-evaluate industrial problems such as the hyperparameter tuning of machine learning models. The approach combines two well-established concepts, Surrogate-Based Optimization (SBO) and parallelization, to efficiently search for optimal parameter setups with as few function evaluations as possible.Through in-depth ... Meer lezen

169,59 €

This book presents a solution to the challenging issue of optimizing expensive-to-evaluate industrial problems such as the hyperparameter tuning of machine learning models. The approach combines two well-established concepts, Surrogate-Based Optimization (SBO) and parallelization, to efficiently search for optimal parameter setups with as few function evaluations as possible.Through in-depth
... Meer lezen
Everyday Data Visualization

Design effective charts and dashboards

door Desireé Abbott ...

Radically improve the quality of your data visualizations by employing core principles of color, typography, chart types, data storytelling, and more.Everyday Data Visualization is a field guide for design techniques that will improve the charts, reports, and data dashboards you build every day. Everything you learn is tool-agnostic, with universal principles you can apply to any data stack.In ... Meer lezen

55,91 €

Radically improve the quality of your data visualizations by employing core principles of color, typography, chart types, data storytelling, and more.Everyday Data Visualization is a field guide for design techniques that will improve the charts, reports, and data dashboards you build every day. Everything you learn is tool-agnostic, with universal principles you can apply to any data stack.In
... Meer lezen
High-Performance Computing of Big Data for Turbulence and Combustion

Bewerkt door Sergio Pirozzoli, Tapan K. Sengupta ...

Serie 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 ... Meer lezen

95,39 €

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
... Meer lezen
How to Lead in Data Science

door Jike Chong, Yue Cathy Chang ...

A field guide for the unique challenges of data science leadership, filled with transformative insights, personal experiences, and industry examples.In How To Lead in Data Science you will learn:Best practices for leading projects while balancing complex trade-offsSpecifying, prioritizing, and planning projects from vague requirementsNavigating structural challenges in your organizationWorking ... Meer lezen

55,91 €

A field guide for the unique challenges of data science leadership, filled with transformative insights, personal experiences, and industry examples.In How To Lead in Data Science you will learn:Best practices for leading projects while balancing complex trade-offsSpecifying, prioritizing, and planning projects from vague requirementsNavigating structural challenges in your organizationWorking
... Meer lezen
Experimentation for Engineers

From A/B testing to Bayesian optimization

door David Sweet ...

Optimize the performance of your systems with practical experiments used by engineers in the world’s most competitive industries.In Experimentation for Engineers: From A/B testing to Bayesian optimization you will learn how to:Design, run, and analyze an A/B testBreak the "feedback loops" caused by periodic retraining of ML modelsIncrease experimentation rate with multi-armed banditsTune multiple ... Meer lezen

55,91 €

Optimize the performance of your systems with practical experiments used by engineers in the world’s most competitive industries.In Experimentation for Engineers: From A/B testing to Bayesian optimization you will learn how to:Design, run, and analyze an A/B testBreak the "feedback loops" caused by periodic retraining of ML modelsIncrease experimentation rate with multi-armed banditsTune multiple
... Meer lezen
Metabase Up and Running

Introduce business intelligence and analytics to your company and make better business decisions

door Tim Abraham ...

Ask questions of your data and gain insights to make better business decisions using the open source business intelligence tool, MetabaseKey FeaturesDeploy Metabase applications to let users across your organization interact with itLearn to create data visualizations, charts, reports, and dashboards with the help of a variety of examplesUnderstand how to embed Metabase into your website and send ... Meer lezen

32,85 € of Gratis met Kobo Plus

Ask questions of your data and gain insights to make better business decisions using the open source business intelligence tool, MetabaseKey FeaturesDeploy Metabase applications to let users across your organization interact with itLearn to create data visualizations, charts, reports, and dashboards with the help of a variety of examplesUnderstand how to embed Metabase into your website and send
... Meer lezen
Deep Learning with PyTorch

door Luca Pietro Giovanni Antiga, Eli Stevens, Thomas Viehmann ...

“We finally have the definitive treatise on PyTorch! It covers the basics and abstractions in great detail. I hope this book becomes your extended reference document.” —Soumith Chintala, co-creator of PyTorchKey FeaturesWritten by PyTorch’s creator and key contributorsDevelop deep learning models in a familiar Pythonic wayUse PyTorch to build an image classifier for cancer detectionDiagnose ... Meer lezen

41,37 €

“We finally have the definitive treatise on PyTorch! It covers the basics and abstractions in great detail. I hope this book becomes your extended reference document.” —Soumith Chintala, co-creator of PyTorchKey FeaturesWritten by PyTorch’s creator and key contributorsDevelop deep learning models in a familiar Pythonic wayUse PyTorch to build an image classifier for cancer detectionDiagnose
... Meer lezen
Taming Text

How to Find, Organize, and Manipulate It

door Grant Ingersoll, Thomas S. Morton, Drew Farris ...

SummaryTaming Text, winner of the 2013 Jolt Awards for Productivity, is a hands-on, example-driven guide to working with unstructured text in the context of real-world applications. This book explores how to automatically organize text using approaches such as full-text search, proper name recognition, clustering, tagging, information extraction, and summarization. The book guides you through ... Meer lezen

55,91 €

SummaryTaming Text, winner of the 2013 Jolt Awards for Productivity, is a hands-on, example-driven guide to working with unstructured text in the context of real-world applications. This book explores how to automatically organize text using approaches such as full-text search, proper name recognition, clustering, tagging, information extraction, and summarization. The book guides you through
... Meer lezen
Relevant Search

With applications for Solr and Elasticsearch

door John Berryman, Doug Turnbull ...

SummaryRelevant Search demystifies relevance work. Using Elasticsearch, it teaches you how to return engaging search results to your users, helping you understand and leverage the internals of Lucene-based search engines.About the TechnologyUsers are accustomed to and expect instant, relevant search results. To achieve this, you must master the search engine. Yet for many developers, relevance ... Meer lezen

55,91 €

SummaryRelevant Search demystifies relevance work. Using Elasticsearch, it teaches you how to return engaging search results to your users, helping you understand and leverage the internals of Lucene-based search engines.About the TechnologyUsers are accustomed to and expect instant, relevant search results. To achieve this, you must master the search engine. Yet for many developers, relevance
... Meer lezen
RabbitMQ in Depth

door Gavin M. Roy ...

SummaryRabbitMQ in Depth is a practical guide to building and maintaining message-based applications. This book provides detailed coverage of RabbitMQ with an emphasis on why it works the way it does.About the TechnologyAt the heart of most modern distributed applications is a queue that buffers, prioritizes, and routes message traffic. RabbitMQ is a high-performance message broker based on the ... Meer lezen

55,91 €

SummaryRabbitMQ in Depth is a practical guide to building and maintaining message-based applications. This book provides detailed coverage of RabbitMQ with an emphasis on why it works the way it does.About the TechnologyAt the heart of most modern distributed applications is a queue that buffers, prioritizes, and routes message traffic. RabbitMQ is a high-performance message broker based on the
... Meer lezen
Agile Metrics in Action

How to measure and improve team performance

door Christopher Davis ...

SummaryAgile Metrics in Action is a rich resource for agile teams that aim to use metrics to objectively measure performance. You'll learn how to gather data that really counts, along with how to effectively analyze and act upon the results.About the BookThe iterative nature of agile development is perfect for experience-based, continuous improvement. Tracking systems, test and build tools, source ... Meer lezen

55,91 €

SummaryAgile Metrics in Action is a rich resource for agile teams that aim to use metrics to objectively measure performance. You'll learn how to gather data that really counts, along with how to effectively analyze and act upon the results.About the BookThe iterative nature of agile development is perfect for experience-based, continuous improvement. Tracking systems, test and build tools, source
... Meer lezen
Cross-linguistic Mediated Communication: Hybrid Text Production English-Spanish

Bewerkt door Rosa Rabadán, Noelia Ramón ...

Serie Boek 316 - Linguistic Insights
Hybrid text production today comprises machine translation chunks, human-produced paragraphs modelled on the writer’s L1, and generative AI contributions via prompting. This book explores how corpus-based cross-linguistic studies can contribute to building and optimising Natural Language Generation in multilingual contexts. The aim is to show how rich linguistic annotation can provide valuable ... Meer lezen

53,53 €

Hybrid text production today comprises machine translation chunks, human-produced paragraphs modelled on the writer’s L1, and generative AI contributions via prompting. This book explores how corpus-based cross-linguistic studies can contribute to building and optimising Natural Language Generation in multilingual contexts. The aim is to show how rich linguistic annotation can provide valuable
... Meer lezen
Data Makes the World Go 'Round

The Data, Tech, and Trust Behind AI Success

door Fern Halper ...

A comprehensive and detailed guide for business and technology leaders ready to implement AI throughout their organizationsA soup to nuts strategy guide for business leaders interested in implementing artificial intelligence in their organizations in a way that drives real-world results, Data Makes the World Go ‘Round: The Data, Tech, and Trust Behind AI Success combines specific, actionable ... Meer lezen

28,99 €

A comprehensive and detailed guide for business and technology leaders ready to implement AI throughout their organizationsA soup to nuts strategy guide for business leaders interested in implementing artificial intelligence in their organizations in a way that drives real-world results, Data Makes the World Go ‘Round: The Data, Tech, and Trust Behind AI Success combines specific, actionable
... Meer lezen
Machine Learning Bookcamp

Build a portfolio of real-life projects

door 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 ... Meer lezen

55,91 €

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
... Meer lezen
Strategies of Inclusion and Exclusion in online and offline Interaction

Bewerkt door Marco Venuti, Emanuela Campisi, Ester Di Silvestro ...

Serie Boek 74 - Łódź Studies in Language
This volume deals with the interplay between personal identity and language, with a special focus on interactions involving political correctness, ideological positioning and minority groups. Differently from many studies adopting only either an abstract observational perspective or a militant one, this volume aims at describing identity construction as an interactional practice, in order to offer ... Meer lezen

59,47 €

This volume deals with the interplay between personal identity and language, with a special focus on interactions involving political correctness, ideological positioning and minority groups. Differently from many studies adopting only either an abstract observational perspective or a militant one, this volume aims at describing identity construction as an interactional practice, in order to offer
... Meer lezen
Math and Architectures of Deep Learning

door Krishnendu Chaudhury ...

Shine a spotlight into the deep learning “black box”. This comprehensive and detailed guide reveals the mathematical and architectural concepts behind deep learning models, so you can customize, maintain, and explain them more effectively.Inside Math and Architectures of Deep Learning you will find:Math, theory, and programming principles side by sideLinear algebra, vector calculus and ... Meer lezen

77,16 €

Shine a spotlight into the deep learning “black box”. This comprehensive and detailed guide reveals the mathematical and architectural concepts behind deep learning models, so you can customize, maintain, and explain them more effectively.Inside Math and Architectures of Deep Learning you will find:Math, theory, and programming principles side by sideLinear algebra, vector calculus and
... Meer lezen

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eBooks in de categorie Gegevensverwerking

Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation

Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation

Science and Global Challenges of the 21st Century - Science and Technology

精通数据科学算法

Deep Learning with PyTorch Quick Start Guide

Python Data Analysis

Python Data Analysis, Second Edition

Architecting Modern Data Platforms

Enhancing Surrogate-Based Optimization Through Parallelization

Everyday Data Visualization

High-Performance Computing of Big Data for Turbulence and Combustion

How to Lead in Data Science

Experimentation for Engineers

Metabase Up and Running

Deep Learning with PyTorch

Taming Text

Relevant Search

RabbitMQ in Depth

Agile Metrics in Action

Cross-linguistic Mediated Communication: Hybrid Text Production English-Spanish

Data Makes the World Go 'Round

Machine Learning Bookcamp

Strategies of Inclusion and Exclusion in online and offline Interaction

Math and Architectures of Deep Learning