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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
Advanced Applications of Python Data Structures and Algorithms

Edición de Mohammad Gouse Galety, Arul Kumar Natarajan, A. V. Sriharsha ...

Data structures are essential principles applicable to any programming language in computer science. Data structures may be studied more easily with Python than with any other programming language because of their interpretability, interactivity, and object-oriented nature. Computers may store and process data at an extraordinary rate and with outstanding accuracy. Therefore, it is of the utmost ... Leer más

$256.49 USD

Data structures are essential principles applicable to any programming language in computer science. Data structures may be studied more easily with Python than with any other programming language because of their interpretability, interactivity, and object-oriented nature. Computers may store and process data at an extraordinary rate and with outstanding accuracy. Therefore, it is of the utmost
... Leer más
Queer Data Studies

de Rebecca Herzig, Banu Subramaniam ...

Series series 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 ... Leer más

$26.99 USD

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
... Leer más
Computational Life Sciences

Data Engineering and Data Mining for Life Sciences

Edición de Jens Dörpinghaus, Vera Weil, Sebastian Schaaf, Alexander Apke ...

Series series Mathematics and Statistics (R0)
This book broadly covers the given spectrum of disciplines in Computational Life Sciences, transforming it into a strong helping hand for teachers, students, practitioners and researchers. In Life Sciences, problem-solving and data analysis often depend on biological expertise combined with technical skills in order to generate, manage and efficiently analyse big data. These technical skills can ... Leer más

$179.99 USD

This book broadly covers the given spectrum of disciplines in Computational Life Sciences, transforming it into a strong helping hand for teachers, students, practitioners and researchers. In Life Sciences, problem-solving and data analysis often depend on biological expertise combined with technical skills in order to generate, manage and efficiently analyse big data. These technical skills can
... Leer más
From Intervals to –?

Towards a General Description of Validated Uncertainty

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

Series series 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 ... Leer más

$143.09 USD

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
... Leer más
Advances in Machine Intelligence and Computer Science Applications

Proceedings of the International Conference ICMICSA’2022

Edición de Noureddine Aboutabit, Mohamed Lazaar, Imad Hafidi ...

Series series 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 ... Leer más

$188.09 USD

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
... Leer más
Analisi dei dati con Excel e VBA

de Paolo Poli ...

Pensato per tutti coloro che impiegano Excel per le attività quotidiane, il libro affronta in modo esaustivo l’uso delle funzioni, con una grande quantità di esempi pratici, utili per sfruttare la ricchissima collezione di funzioni di cui è dotata la nuova versione di Excel. Una preziosa risorsa per aiutare a trasformare i dati grezzi in informazioni utili, così da evidenziare punti di forza e ... Leer más

$29.99 USD

Pensato per tutti coloro che impiegano Excel per le attività quotidiane, il libro affronta in modo esaustivo l’uso delle funzioni, con una grande quantità di esempi pratici, utili per sfruttare la ricchissima collezione di funzioni di cui è dotata la nuova versione di Excel. Una preziosa risorsa per aiutare a trasformare i dati grezzi in informazioni utili, così da evidenziare punti di forza e
... Leer más
AI for Health Equity and Fairness

Leveraging AI to Address Social Determinants of Health

Edición de Arash Shaban-Nejad, Martin Michalowski, Simone Bianco ...

Series series Intelligent Technologies and Robotics (R0)
This book aims to highlight the latest achievements in the use of AI for improving Health Equity and Fairness. The edited volume contains selected papers presented at the 2024 Health Intelligence workshop, co-located with the Thirty-Eight Association for the Advancement of Artificial Intelligence (AAAI) conference, and presents an overview of the issues, challenges, and potentials in the field, ... Leer más

$224.09 USD

This book aims to highlight the latest achievements in the use of AI for improving Health Equity and Fairness. The edited volume contains selected papers presented at the 2024 Health Intelligence workshop, co-located with the Thirty-Eight Association for the Advancement of Artificial Intelligence (AAAI) conference, and presents an overview of the issues, challenges, and potentials in the field,
... Leer más
R Data Mining

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

de 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 ... Leer más

$37.79 USD o gratis con 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
... Leer más

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