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Bringing Bayesian Models to Life

de Mevin B. Hooten, Trevor Hefley ...

Series series Chapman & Hall/CRC Applied Environmental Statistics
Bringing Bayesian Models to Life empowers the reader to extend, enhance, and implement statistical models for ecological and environmental data analysis. We open the black box and show the reader how to connect modern statistical models to computer algorithms. These algorithms allow the user to fit models that answer their scientific questions without needing to rely on automated Bayesian software ... Leer más

Antes $70.99 USD Ahora $62.99 USD

Bringing Bayesian Models to Life empowers the reader to extend, enhance, and implement statistical models for ecological and environmental data analysis. We open the black box and show the reader how to connect modern statistical models to computer algorithms. These algorithms allow the user to fit models that answer their scientific questions without needing to rely on automated Bayesian software
... Leer más
Natural Language Processing with Flair

A practical guide to understanding and solving NLP problems with Flair

de 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 ... Leer más

$27.89 USD o gratis con 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
... Leer más
Building Data-Driven Applications with Danfo.js

A practical guide to data analysis and machine learning using JavaScript

de 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 ... Leer más

$37.79 USD o gratis con 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
... Leer más
Mastering Efficient Data Modeling with MongoDB

de 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 ... Leer más

$15.00 USD o gratis con 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
... Leer más
Current Developments in Slavic Linguistics. Twenty Years After (based on selected papers from FDSL 11)

Edición de Teodora Radeva-Bork, Peter Kosta ...

Series Libro 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 ... Leer más

$110.19 USD

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
... Leer más
Foundations of Cloud Computing

de Robert Shimonski ...

Series series Foundations
Foundations of Cloud Computing provides readers with a guidebook to navigating the field of Cloud Computing, including the guiding principles, key concepts, history, terminology, state-of-the-art in research, and a roadmap to where the field intersects and interacts with related fields of research and development. In this age of total connectivity, researchers need to be able to communicate and ... Leer más

$134.99 USD

Foundations of Cloud Computing provides readers with a guidebook to navigating the field of Cloud Computing, including the guiding principles, key concepts, history, terminology, state-of-the-art in research, and a roadmap to where the field intersects and interacts with related fields of research and development. In this age of total connectivity, researchers need to be able to communicate and
... Leer más
Learning and Operating Presto

Fast, Reliable SQL for Data Analytics and Lakehouses

de Angelica Lo Duca, Tim Meehan, Vivek Bharathan, Ying Su ...

The Presto community has mushroomed since its origins at Facebook in 2012. But ramping up this open source distributed SQL query engine can be challenging even for the most experienced engineers. With this practical book, data engineers and architects, platform engineers, cloud engineers, and software engineers will learn how to use Presto operations at your organization to derive insights on ... Leer más

$41.09 USD

The Presto community has mushroomed since its origins at Facebook in 2012. But ramping up this open source distributed SQL query engine can be challenging even for the most experienced engineers. With this practical book, data engineers and architects, platform engineers, cloud engineers, and software engineers will learn how to use Presto operations at your organization to derive insights on
... Leer más
Exploratory Data Analysis

Descriptive Analysis, Visualization, and Dashboard Design (with Code Snippets in Python)

de Leandro Nunes de Castro ...

Series series AK Peters Visualization Series
This book is a comprehensive guide to exploratory data analysis (EDA), providing readers with the tools, techniques, and knowledge needed to conduct effective and thorough data exploration. Throughout the seven main chapters, this book details various aspects of EDA, from data description and preprocessing to visualization, storytelling, and dashboard design. We will explore real‑world datasets, ... Leer más

Antes $66.99 USD Ahora $59.99 USD

This book is a comprehensive guide to exploratory data analysis (EDA), providing readers with the tools, techniques, and knowledge needed to conduct effective and thorough data exploration. Throughout the seven main chapters, this book details various aspects of EDA, from data description and preprocessing to visualization, storytelling, and dashboard design. We will explore real‑world datasets,
... Leer más
Skin Cancer Detection Using Artificial Intelligence Techniques

de Parikshit N. Mahalle, Nuzhat Faiz Shaikh, Pritibala S. Ingle, Yashwant S. Ingle ...

This book explores the application of artificial intelligence (AI) in diagnosing skin cancer, emphasizing the importance of early detection to improve treatment outcomes. It reviews various Deep Learning (DL) algorithms, with a focus on CNN, to classify skin cancer with higher accuracy than traditional methods. Designed for beginners and experts alike, the book provides a comprehensive ... Leer más

Gratis

This book explores the application of artificial intelligence (AI) in diagnosing skin cancer, emphasizing the importance of early detection to improve treatment outcomes. It reviews various Deep Learning (DL) algorithms, with a focus on CNN, to classify skin cancer with higher accuracy than traditional methods. Designed for beginners and experts alike, the book provides a comprehensive
... Leer más
Machine Learning with Spark

Develop intelligent, distributed machine learning systems

de Rajdeep Dua, Manpreet Singh Ghotra, Nick Pentreath, Brian O'Neill, Stephen Boesch ...

Create scalable machine learning applications to power a modern data-driven business using Spark 2.xKey Features\[\*\] Get to the grips with the latest version of Apache Spark\[\*\] Utilize Spark's machine learning library to implement predictive analytics\[\*\] Leverage Spark’s powerful tools to load, analyze, clean, and transform your dataBook DescriptionThis book will teach you about popular ... Leer más

$41.39 USD o gratis con Kobo Plus

Create scalable machine learning applications to power a modern data-driven business using Spark 2.xKey Features\[\*\] Get to the grips with the latest version of Apache Spark\[\*\] Utilize Spark's machine learning library to implement predictive analytics\[\*\] Leverage Spark’s powerful tools to load, analyze, clean, and transform your dataBook DescriptionThis book will teach you about popular
... Leer más
Artificial Intelligence and High Performance Computing in the Cloud

Research and Application Challenges

Edición de Mostapha Zbakh, Mohammed Essaaidi, Claude Tadonki, Abdellah Touhafi, Dhabaleswar K. Panda ...

Series series 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 ... Leer más

$179.09 USD

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
... Leer más
Advances in Imaging and Electron Physics

de Peter W. Hawkes ...

Series Libro 205 - Advances in Imaging and Electron Physics
Advances in Imaging and Electron Physics, Volume 205 is the latest release in this series that merges two long-running serials, Advances in Electronics and Electron Physics and Advances in Optical and Electron Microscopy. The series features extended articles on the physics of electron devices (especially semiconductor devices), particle optics at high and low energies, microlithography, image ... Leer más

$220.49 USD

Advances in Imaging and Electron Physics, Volume 205 is the latest release in this series that merges two long-running serials, Advances in Electronics and Electron Physics and Advances in Optical and Electron Microscopy. The series features extended articles on the physics of electron devices (especially semiconductor devices), particle optics at high and low energies, microlithography, image
... Leer más
Excel für Anfänger: Schritt für Schritt – so einfach, dass es jeder versteht

de Michael Alexander Kugele ...

Du möchtest Excel lernen, hast bisher aber kaum oder gar keine Erfahrung damit? Dieses Buch führt dich Schritt für Schritt durch die wichtigsten Grundlagen von Microsoft Excel 365. Die Inhalte sind bewusst einfach erklärt und so aufgebaut, dass auch absolute Anfänger direkt mitarbeiten können. Du lernst unter anderem, wie du dich in Excel zurechtfindest, Daten eingibst und Tabellen übersichtlich ... Leer más

$2.99 USD

Du möchtest Excel lernen, hast bisher aber kaum oder gar keine Erfahrung damit? Dieses Buch führt dich Schritt für Schritt durch die wichtigsten Grundlagen von Microsoft Excel 365. Die Inhalte sind bewusst einfach erklärt und so aufgebaut, dass auch absolute Anfänger direkt mitarbeiten können. Du lernst unter anderem, wie du dich in Excel zurechtfindest, Daten eingibst und Tabellen übersichtlich
... Leer más
The language of fashion

Linguistic, cognitive, and cultural insights

Edición de Annalisa Baicchi, Stefania Biscetti ...

Series Libro 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 ... Leer más

$49.49 USD

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
... Leer más
Scalable Data Analytics with Azure Data Explorer

Modern ways to query, analyze, and perform real-time data analysis on large volumes of data

de Jason Myerscough ...

Write efficient and powerful KQL queries to query and visualize your data and implement best practices to improve KQL execution performanceKey FeaturesApply Azure Data Explorer best practices to manage your data at scale and reduce KQL execution timeDiscover how to query and visualize your data using the powerful KQLManage cluster performance and monthly costs by understanding how to size your ADX ... Leer más

$41.39 USD o gratis con Kobo Plus

Write efficient and powerful KQL queries to query and visualize your data and implement best practices to improve KQL execution performanceKey FeaturesApply Azure Data Explorer best practices to manage your data at scale and reduce KQL execution timeDiscover how to query and visualize your data using the powerful KQLManage cluster performance and monthly costs by understanding how to size your ADX
... Leer más
Data Strategy

From definition to execution

de 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 ... Leer más

$36.49 USD

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
... Leer más
Mastering Machine Learning with R

Advanced machine learning techniques for building smart applications with R 3.5

de 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, ... Leer más

$27.89 USD o gratis con 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,
... Leer más
Evolutionary Decision Trees in Large-Scale Data Mining

de Marek Kretowski ...

Series series 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 ... Leer más

$116.09 USD

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
... Leer más
Computational Modeling and Data Analysis in COVID-19 Research

Edición de Chhabi Rani Panigrahi, Bibudhendu Pati, Mamata Rath, Rajkumar Buyya ...

Series series 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 ... Leer más

$73.99 USD

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
... Leer más
Forecasting Time Series Data with Facebook Prophet

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

de 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 ... Leer más

$40.49 USD o gratis con 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
... Leer más
Advanced Machine Learning with Python

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

de 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 ... Leer más

$37.79 USD o gratis con 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
... Leer más
Hidden Gems of Microsoft Excel

de 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 ... Leer más

$2.99 USD o gratis con 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
... Leer más
Learning PySpark

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

de 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 ... Leer más

$37.79 USD o gratis con 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
... Leer más
Maximizing Excel with ChatGPT

Unleashing the Power of AI for Data Management and Analysis

de Zeph Nwokeji ...

Unlock the true power of Excel with my ground-breaking eBook, "Maximizing Excel with ChatGPT: Unleashing the Potential of AI for Data Management and Analysis". Discover the limitless possibilities that arise from harnessing ChatGPT in Data Generation, Automating Tasks, Enhancing Data Analysis, and Enabling Data Visualization within Excel. Gain a competitive edge as you turbocharge your Excel ... Leer más

$10.58 USD o gratis con Kobo Plus

Unlock the true power of Excel with my ground-breaking eBook, "Maximizing Excel with ChatGPT: Unleashing the Potential of AI for Data Management and Analysis". Discover the limitless possibilities that arise from harnessing ChatGPT in Data Generation, Automating Tasks, Enhancing Data Analysis, and Enabling Data Visualization within Excel. Gain a competitive edge as you turbocharge your Excel
... Leer más

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