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Rekommenderas för dig

Extending Power BI with Python and R

Perform advanced analysis using the power of analytical languages

av Luca Zavarella ...

Ingest, transform, manipulate, and visualize your data beyond Power BI's capabilities. Purchase of the print or Kindle book includes a free eBook in PDF format.Key FeaturesDiscover best practices for using Python and R in Power BI by implementing non-trivial codeEnrich your Power BI dashboards using external APIs and machine learning modelsCreate any visualization, as complex as you want, using ... Läs mer

445,19 kr eller gratis med Kobo Plus

Ingest, transform, manipulate, and visualize your data beyond Power BI's capabilities. Purchase of the print or Kindle book includes a free eBook in PDF format.Key FeaturesDiscover best practices for using Python and R in Power BI by implementing non-trivial codeEnrich your Power BI dashboards using external APIs and machine learning modelsCreate any visualization, as complex as you want, using
... Läs mer
Preparing Data for Analysis: From Collection to Cleaning, and Structuring for Better Insights

Data Analytics, #3

av SM Hanif ...

Serie Bok 3 - Data Analytics
Preparing Data for Analysis: From Collection to Cleaning, and Structuring for Better InsightsTurn raw data into powerful insights with confidence.In today's world, data is everywhere—but messy, unstructured information can't unlock real value until it's properly prepared. Preparing Data for Analysis is your practical guide to mastering the critical step of data preparation—the bridge between ... Läs mer

93,87 kr eller gratis med Kobo Plus

Preparing Data for Analysis: From Collection to Cleaning, and Structuring for Better InsightsTurn raw data into powerful insights with confidence.In today's world, data is everywhere—but messy, unstructured information can't unlock real value until it's properly prepared. Preparing Data for Analysis is your practical guide to mastering the critical step of data preparation—the bridge between
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Hands-On Entity Resolution

A Practical Guide to Data Matching with Python

av Michael Shearer ...

Entity resolution is a key analytic technique that enables you to identify multiple data records that refer to the same real-world entity. With this hands-on guide, product managers, data analysts, and data scientists will learn how to add value to data by cleansing, analyzing, and resolving datasets using open source Python libraries and cloud APIs.Author Michael Shearer shows you how to scale up ... Läs mer

448,48 kr

Entity resolution is a key analytic technique that enables you to identify multiple data records that refer to the same real-world entity. With this hands-on guide, product managers, data analysts, and data scientists will learn how to add value to data by cleansing, analyzing, and resolving datasets using open source Python libraries and cloud APIs.Author Michael Shearer shows you how to scale up
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Natural Language Processing with Flair

A practical guide to understanding and solving NLP problems with Flair

av Tadej Magajna ...

Learn how to solve practical NLP problems with the Flair Python framework, train sequence labeling models, work with text classifiers and word embeddings, and much more through hands-on practical exercisesKey FeaturesBacked by the community and written by an NLP expertGet an understanding of basic NLP problems and terminologySolve real-world NLP problems with Flair with the help of practical hands ... Läs mer

314,81 kr eller gratis med Kobo Plus

Learn how to solve practical NLP problems with the Flair Python framework, train sequence labeling models, work with text classifiers and word embeddings, and much more through hands-on practical exercisesKey FeaturesBacked by the community and written by an NLP expertGet an understanding of basic NLP problems and terminologySolve real-world NLP problems with Flair with the help of practical hands
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Building Data-Driven Applications with Danfo.js

A practical guide to data analysis and machine learning using JavaScript

av Rising Odegua, Stephen Oni ...

Get hands-on with building data-driven applications using Danfo.js in combination with other data analysis tools and techniquesKey FeaturesBuild microservices to perform data transformation and ML model serving in JavaScriptExplore what Danfo.js is and how it helps with data analysis and data visualizationCombine Danfo.js and TensorFlow.js for machine learningBook DescriptionMost data analysts use ... Läs mer

392,19 kr eller gratis med Kobo Plus

Get hands-on with building data-driven applications using Danfo.js in combination with other data analysis tools and techniquesKey FeaturesBuild microservices to perform data transformation and ML model serving in JavaScriptExplore what Danfo.js is and how it helps with data analysis and data visualizationCombine Danfo.js and TensorFlow.js for machine learningBook DescriptionMost data analysts use
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Mastering Efficient Data Modeling with MongoDB

av Pedro Martins ...

"Mastering Efficient Data Modeling with MongoDB" is an essential guide for developers, database administrators, and IT professionals looking to deepen their understanding of MongoDB's data modeling capabilities. This comprehensive book meticulously explores the principles of designing scalable, performant, and maintainable data models tailored to the unique needs of applications leveraging MongoDB ... Läs mer

140,95 kr eller gratis med Kobo Plus

"Mastering Efficient Data Modeling with MongoDB" is an essential guide for developers, database administrators, and IT professionals looking to deepen their understanding of MongoDB's data modeling capabilities. This comprehensive book meticulously explores the principles of designing scalable, performant, and maintainable data models tailored to the unique needs of applications leveraging MongoDB
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Current Developments in Slavic Linguistics. Twenty Years After (based on selected papers from FDSL 11)

Redigerad av Teodora Radeva-Bork, Peter Kosta ...

Serie Bok 29 - Potsdam Linguistic Investigations / Potsdamer Linguistische Untersuchungen / Recherches Linguistiques à Potsdam
The book offers a comprehensive overview of current research in Slavic linguistics from a theoretical and experimental perspective and from a variety of languages. The selected papers from the 11th European Conference on Formal Description of Slavic Languages (FDSL 11) that took place at the University of Potsdam in 2015, illustrate the advancement of Slavic linguistic studies and their outreach ... Läs mer

1 219,19 kr

The book offers a comprehensive overview of current research in Slavic linguistics from a theoretical and experimental perspective and from a variety of languages. The selected papers from the 11th European Conference on Formal Description of Slavic Languages (FDSL 11) that took place at the University of Potsdam in 2015, illustrate the advancement of Slavic linguistic studies and their outreach
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Artificial Intelligence and High Performance Computing in the Cloud

Research and Application Challenges

Redigerad av Mostapha Zbakh, Mohammed Essaaidi, Claude Tadonki, Abdellah Touhafi, Dhabaleswar K. Panda ...

Serie serie Springer Nature Proceedings excluding Computer Science
High-performance computing as significantly evolves during the last two decades with the advent and consideration of multicores configurations and general-purpose GPUs. In the same time but more recently, artificial intelligence has gained a serious popularity and is considered in a broad range of applications. Cutting-edge AI, which typically involving large models and huge volume of training ... Läs mer

2 088,76 kr

High-performance computing as significantly evolves during the last two decades with the advent and consideration of multicores configurations and general-purpose GPUs. In the same time but more recently, artificial intelligence has gained a serious popularity and is considered in a broad range of applications. Cutting-edge AI, which typically involving large models and huge volume of training
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The language of fashion

Linguistic, cognitive, and cultural insights

Redigerad av Annalisa Baicchi, Stefania Biscetti ...

Serie Bok 293 - Linguistic Insights
The specialised language of fashion draws the research interest of linguists and semioticians as well as communication experts and fashion historians. This volume contributes to advancing the knowledge of crucial aspects in the language of fashion that still need deep investigation. It brings together contributions that shed light on the morphological, lexical, pragmatic, and cultural aspects of ... Läs mer

547,34 kr

The specialised language of fashion draws the research interest of linguists and semioticians as well as communication experts and fashion historians. This volume contributes to advancing the knowledge of crucial aspects in the language of fashion that still need deep investigation. It brings together contributions that shed light on the morphological, lexical, pragmatic, and cultural aspects of
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Data Strategy

From definition to execution

av Ian Wallis ...

Data can be a cost for some organizations, but for those who succeed, it is a way to drive profitability, customer loyalty, and outperform others in their field. A well thought out, fit-for-purpose data strategy is vital for every modern data-driven organisation – public or private sector.This book is your essential guide to planning, developing and implementing a data strategy, presenting a ... Läs mer

403,31 kr

Data can be a cost for some organizations, but for those who succeed, it is a way to drive profitability, customer loyalty, and outperform others in their field. A well thought out, fit-for-purpose data strategy is vital for every modern data-driven organisation – public or private sector.This book is your essential guide to planning, developing and implementing a data strategy, presenting a
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Mastering Machine Learning with R

Advanced machine learning techniques for building smart applications with R 3.5

av Cory Lesmeister ...

Stay updated with expert techniques for solving data analytics and machine learning challenges and gain insights from complex projects and power up your applicationsKey FeaturesBuild independent machine learning (ML) systems leveraging the best features of R 3.5Understand and apply different machine learning techniques using real-world examplesUse methods such as multi-class classification, ... Läs mer

352,97 kr eller gratis med Kobo Plus

Stay updated with expert techniques for solving data analytics and machine learning challenges and gain insights from complex projects and power up your applicationsKey FeaturesBuild independent machine learning (ML) systems leveraging the best features of R 3.5Understand and apply different machine learning techniques using real-world examplesUse methods such as multi-class classification,
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Evolutionary Decision Trees in Large-Scale Data Mining

av Marek Kretowski ...

Serie serie Intelligent Technologies and Robotics (R0)
This book presents a unified framework, based on specialized evolutionary algorithms, for the global induction of various types of classification and regression trees from data. The resulting univariate or oblique trees are significantly smaller than those produced by standard top-down methods, an aspect that is critical for the interpretation of mined patterns by domain analysts. The approach ... Läs mer

1 392,47 kr

This book presents a unified framework, based on specialized evolutionary algorithms, for the global induction of various types of classification and regression trees from data. The resulting univariate or oblique trees are significantly smaller than those produced by standard top-down methods, an aspect that is critical for the interpretation of mined patterns by domain analysts. The approach
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Computational Modeling and Data Analysis in COVID-19 Research

Redigerad av Chhabi Rani Panigrahi, Bibudhendu Pati, Mamata Rath, Rajkumar Buyya ...

Serie serie Emerging Trends in Biomedical Technologies and Health informatics
This book covers recent research on the COVID-19 pandemic. It includes the analysis, implementation, usage, and proposed ideas and models with architecture to handle the COVID-19 outbreak. Using advanced technologies such as artificial intelligence (AI) and machine learning (ML), techniques for data analysis, this book will be helpful to mitigate exposure and ensure public health. We know ... Läs mer

748,64 kr

This book covers recent research on the COVID-19 pandemic. It includes the analysis, implementation, usage, and proposed ideas and models with architecture to handle the COVID-19 outbreak. Using advanced technologies such as artificial intelligence (AI) and machine learning (ML), techniques for data analysis, this book will be helpful to mitigate exposure and ensure public health. We know
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Forecasting Time Series Data with Facebook Prophet

Build, improve, and optimize time series forecasting models using the advanced forecasting tool

av Greg Rafferty ...

Create and improve high-quality automated forecasts for time series data that have strong seasonal effects, holidays, and additional regressors using PythonKey FeaturesLearn how to use the open-source forecasting tool Facebook Prophet to improve your forecastsBuild a forecast and run diagnostics to understand forecast qualityFine-tune models to achieve high performance, and report that performance ... Läs mer

430,35 kr eller gratis med Kobo Plus

Create and improve high-quality automated forecasts for time series data that have strong seasonal effects, holidays, and additional regressors using PythonKey FeaturesLearn how to use the open-source forecasting tool Facebook Prophet to improve your forecastsBuild a forecast and run diagnostics to understand forecast qualityFine-tune models to achieve high performance, and report that performance
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Advanced Machine Learning with Python

Solve challenging data science problems by mastering cutting-edge machine learning techniques in Python

av John Hearty ...

Solve challenging data science problems by mastering cutting-edge machine learning techniques in PythonKey Features\[\*\] Resolve complex machine learning problems and explore deep learning\[\*\] Learn to use Python code for implementing a range of machine learning algorithms and techniques\[\*\] A practical tutorial that tackles real-world computing problems through a rigorous and effective ... Läs mer

392,19 kr eller gratis med Kobo Plus

Solve challenging data science problems by mastering cutting-edge machine learning techniques in PythonKey Features\[\*\] Resolve complex machine learning problems and explore deep learning\[\*\] Learn to use Python code for implementing a range of machine learning algorithms and techniques\[\*\] A practical tutorial that tackles real-world computing problems through a rigorous and effective
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Hidden Gems of Microsoft Excel

av Ambily ...

Most of us spend 50-60% of time performing data processing using tools like Office. Most of the data processing processes are never audited or optimized. Unfortunately, most of this work is being done in the most inefficient way. Most of us never spend any time to understand the useful features of office tools, which will improve the productivity and reduce the time we spent on repetitive tasks.I ... Läs mer

28,10 kr eller gratis med Kobo Plus

Most of us spend 50-60% of time performing data processing using tools like Office. Most of the data processing processes are never audited or optimized. Unfortunately, most of this work is being done in the most inefficient way. Most of us never spend any time to understand the useful features of office tools, which will improve the productivity and reduce the time we spent on repetitive tasks.I
... Läs mer
Learning PySpark

Build data-intensive applications locally and deploy at scale using the combined powers of Python and Spark 2.0

av Tomasz Drabas, Denny Lee ...

Build data-intensive applications locally and deploy at scale using the combined powers of Python and Spark 2.0Key Features\[\*\] Learn why and how you can efficiently use Python to process data and build machine learning models in Apache Spark 2.0\[\*\] Develop and deploy efficient, scalable real-time Spark solutions\[\*\] Take your understanding of using Spark with Python to the next level with ... Läs mer

392,19 kr eller gratis med Kobo Plus

Build data-intensive applications locally and deploy at scale using the combined powers of Python and Spark 2.0Key Features\[\*\] Learn why and how you can efficiently use Python to process data and build machine learning models in Apache Spark 2.0\[\*\] Develop and deploy efficient, scalable real-time Spark solutions\[\*\] Take your understanding of using Spark with Python to the next level with
... Läs mer
Causal Inference in Python

Applying Causal Inference in the Tech Industry

av Matheus Facure ...

How many buyers will an additional dollar of online marketing bring in? Which customers will only buy when given a discount coupon? How do you establish an optimal pricing strategy? The best way to determine how the levers at our disposal affect the business metrics we want to drive is through causal inference.In this book, author Matheus Facure, senior data scientist at Nubank, explains the ... Läs mer

535,08 kr

How many buyers will an additional dollar of online marketing bring in? Which customers will only buy when given a discount coupon? How do you establish an optimal pricing strategy? The best way to determine how the levers at our disposal affect the business metrics we want to drive is through causal inference.In this book, author Matheus Facure, senior data scientist at Nubank, explains the
... Läs mer
Queer Data Studies

av Rebecca Herzig, Banu Subramaniam ...

Serie serie Feminist Technosciences
Untangles how data shapes and is shaped by queer worldsData, perilous and powerful, is both a worldmaking and a dismantling force. The collection of data about queer lives and bodies, the consequences of data analysis for queer subjects, and considerations of privacy and consent often present ethical dilemmas even as queer data expands our understanding of who and what counts. The need for queer ... Läs mer

298,82 kr

Untangles how data shapes and is shaped by queer worldsData, perilous and powerful, is both a worldmaking and a dismantling force. The collection of data about queer lives and bodies, the consequences of data analysis for queer subjects, and considerations of privacy and consent often present ethical dilemmas even as queer data expands our understanding of who and what counts. The need for queer
... Läs mer
No-Code Data Science

Mastering Advanced Analytics, Machine Learning, and Artificial Intelligence

av David Patrishkoff, Robert E Hoyt ...

No-Code Data Science is a revolutionary book that democratizes the application of predictive analytics for organizations of all sizes. This first-of-its-kind textbook book is designed to empower readers with the ability to leverage advanced analytics, machine learning, and AI without using a programming language, such as Python or R. It’s a comprehensive guide to no-code data science (NCDS) that ... Läs mer

269,12 kr

No-Code Data Science is a revolutionary book that democratizes the application of predictive analytics for organizations of all sizes. This first-of-its-kind textbook book is designed to empower readers with the ability to leverage advanced analytics, machine learning, and AI without using a programming language, such as Python or R. It’s a comprehensive guide to no-code data science (NCDS) that
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From Intervals to –?

Towards a General Description of Validated Uncertainty

av Vladik Kreinovich, Graçaliz Pereira Dimuro, Antônio Carlos da Rocha Costa ...

Serie serie Intelligent Technologies and Robotics (R0)
This book is about methodological aspects of uncertainty propagation in data processing. Uncertainty propagation is an important problem: while computer algorithms efficiently process data related to many aspects of their lives, most of these algorithms implicitly assume that the numbers they process are exact. In reality, these numbers come from measurements, and measurements are never 100% exact ... Läs mer

1 624,56 kr

This book is about methodological aspects of uncertainty propagation in data processing. Uncertainty propagation is an important problem: while computer algorithms efficiently process data related to many aspects of their lives, most of these algorithms implicitly assume that the numbers they process are exact. In reality, these numbers come from measurements, and measurements are never 100% exact
... Läs mer
Advances in Machine Intelligence and Computer Science Applications

Proceedings of the International Conference ICMICSA’2022

Redigerad av Noureddine Aboutabit, Mohamed Lazaar, Imad Hafidi ...

Serie serie Springer Nature Proceedings excluding Computer Science
This book encloses latest and advanced researches on artificial intelligence and its applications in computer science. It is an interesting book that aims to help students, researchers, industrialists, and policymakers understand, promote, and synthesize innovative solutions and think of new ideas with the application of artificial intelligence concepts. It also allows to know the existing ... Läs mer

2 320,85 kr

This book encloses latest and advanced researches on artificial intelligence and its applications in computer science. It is an interesting book that aims to help students, researchers, industrialists, and policymakers understand, promote, and synthesize innovative solutions and think of new ideas with the application of artificial intelligence concepts. It also allows to know the existing
... Läs mer
R Data Mining

Implement data mining techniques through practical use cases and real-world datasets

av Andrea Cirillo, Enrico Pegoraro ...

Mine valuable insights from your data using popular tools and techniques in RKey FeaturesUnderstand the basics of data mining and why R is a perfect tool for it.Manipulate your data using popular R packages such as ggplot2, dplyr, and so on to gather valuable business insights from it.Apply effective data mining models to perform regression and classification tasks.Book DescriptionR is widely used ... Läs mer

392,19 kr eller gratis med Kobo Plus

Mine valuable insights from your data using popular tools and techniques in RKey FeaturesUnderstand the basics of data mining and why R is a perfect tool for it.Manipulate your data using popular R packages such as ggplot2, dplyr, and so on to gather valuable business insights from it.Apply effective data mining models to perform regression and classification tasks.Book DescriptionR is widely used
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Fundamentals of Quantum Programming in IBM's Quantum Computers

av Weng-Long Chang, Athanasios V. Vasilakos ...

Serie serie Intelligent Technologies and Robotics (R0)
This textbook introduces major topics that include quantum bits, superposition, entanglement, logic gates, quantum search algorithm, quantum Fourier transform, inverse quantum Fourier transform, Shor’s order-finding algorithm and phase estimation. Everyone can write algorithms and programs in the cloud making using IBM’s quantum computers that support IBM Q Experience which contains the composer, ... Läs mer

754,20 kr

This textbook introduces major topics that include quantum bits, superposition, entanglement, logic gates, quantum search algorithm, quantum Fourier transform, inverse quantum Fourier transform, Shor’s order-finding algorithm and phase estimation. Everyone can write algorithms and programs in the cloud making using IBM’s quantum computers that support IBM Q Experience which contains the composer,
... Läs mer

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Databehandling E-böcker

Extending Power BI with Python and R

Preparing Data for Analysis: From Collection to Cleaning, and Structuring for Better Insights

Hands-On Entity Resolution

Natural Language Processing with Flair

Building Data-Driven Applications with Danfo.js

Mastering Efficient Data Modeling with MongoDB

Current Developments in Slavic Linguistics. Twenty Years After (based on selected papers from FDSL 11)

Artificial Intelligence and High Performance Computing in the Cloud

The language of fashion

Data Strategy

Mastering Machine Learning with R

Evolutionary Decision Trees in Large-Scale Data Mining

Computational Modeling and Data Analysis in COVID-19 Research

Forecasting Time Series Data with Facebook Prophet

Advanced Machine Learning with Python

Hidden Gems of Microsoft Excel

Learning PySpark

Causal Inference in Python

Queer Data Studies

No-Code Data Science

From Intervals to –?

Advances in Machine Intelligence and Computer Science Applications

R Data Mining

Fundamentals of Quantum Programming in IBM's Quantum Computers