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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
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
Current Problems in Experimental and Computational Engineering

Proceedings of the International Conference of Experimental and Numerical Investigations and New Technologies, CNNTech 2021

Edición de Nenad Mitrovic, Goran Mladenovic, Aleksandra Mitrovic ...

Series series Springer Nature Proceedings excluding Computer Science
The book is a collection of high-quality peer-reviewed research papers presented at the International Conference of Experimental and Numerical Investigations and New Technologies (CNNTech2021) held at Zlatibor, Serbia, from June 29 to July 2, 2021. The book discusses a wide variety of industrial, engineering, and scientific applications of the engineering techniques. Researchers from academia and ... Leer más

$152.09 USD

The book is a collection of high-quality peer-reviewed research papers presented at the International Conference of Experimental and Numerical Investigations and New Technologies (CNNTech2021) held at Zlatibor, Serbia, from June 29 to July 2, 2021. The book discusses a wide variety of industrial, engineering, and scientific applications of the engineering techniques. Researchers from academia and
... Leer más
Fundamentals of Quantum Programming in IBM's Quantum Computers

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

Series series 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, ... Leer más

$62.99 USD

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,
... Leer más
Advances in Internet, Data and Web Technologies

The 8th International Conference on Emerging Internet, Data and Web Technologies (EIDWT-2020)

Edición de Leonard Barolli, Yoshihiro Okada, Flora Amato ...

Series series Springer Nature Proceedings excluding Computer Science
This book presents original contributions on the theories and practices of emerging Internet, data and web technologies and their applicability in businesses, engineering and academia. The Internet has become the most proliferative platform for emerging large-scale computing paradigms. Among them, data and web technologies are two most prominent paradigms, and manifest in a variety of forms such ... Leer más

$188.09 USD

This book presents original contributions on the theories and practices of emerging Internet, data and web technologies and their applicability in businesses, engineering and academia. The Internet has become the most proliferative platform for emerging large-scale computing paradigms. Among them, data and web technologies are two most prominent paradigms, and manifest in a variety of forms such
... Leer más
Automated Software Testing

Foundations, Applications and Challenges

Edición de Ajay Kumar Jena, Himansu Das, Durga Prasad Mohapatra ...

Series series Intelligent Technologies and Robotics (R0)
This book covers both theory and applications in the automation of software testing tools and techniques for various types of software (e.g. object-oriented, aspect-oriented, and web-based software). When software fails, it is most often due to lack of proper and thorough testing, an aspect that is even more acute for object-oriented, aspect-oriented, and web-based software. Further, since it is ... Leer más

$170.09 USD

This book covers both theory and applications in the automation of software testing tools and techniques for various types of software (e.g. object-oriented, aspect-oriented, and web-based software). When software fails, it is most often due to lack of proper and thorough testing, an aspect that is even more acute for object-oriented, aspect-oriented, and web-based software. Further, since it is
... Leer más
Microsoft Publisher for Beginners and Intermediates

de Fredrick Ezeh ...

The Microsoft Publisher (Ms-Publisher) application is one of the many applications in the Microsoft Office package. According to Wikipedia, Microsoft Publisher is a desktop publishing application from Microsoft, differing from Microsoft Word in that the emphasis is placed on page layout and design rather than text composition and proofing.Ms-Publisher is used in offices, businesses, schools, and ... Leer más

$6.00 USD o gratis con Kobo Plus

The Microsoft Publisher (Ms-Publisher) application is one of the many applications in the Microsoft Office package. According to Wikipedia, Microsoft Publisher is a desktop publishing application from Microsoft, differing from Microsoft Word in that the emphasis is placed on page layout and design rather than text composition and proofing.Ms-Publisher is used in offices, businesses, schools, and
... Leer más
Hands-on Application Development using Spring Boot

Building Modern Cloud Native Applications by Learning RESTFul API, Microservices, CRUD Operations, Unit Testing, and Deployment

de Shagun Bakliwal ...

Spring is an excellent framework for developing both web and cloud-native applications. This book on application development using Spring Boot simplifies the process of writing boilerplate code for complex software. It allows developers to concentrate on the application's concept rather than on the internal Java configuration.This book will guide you on how to make the best use of the strength ... Leer más

$14.39 USD o gratis con Kobo Plus

Spring is an excellent framework for developing both web and cloud-native applications. This book on application development using Spring Boot simplifies the process of writing boilerplate code for complex software. It allows developers to concentrate on the application's concept rather than on the internal Java configuration.This book will guide you on how to make the best use of the strength
... Leer más
Digital Economy, Business Analytics, and Big Data Analytics Applications

Edición de Saad G. Yaseen ...

Series series Springer Nature Proceedings excluding Computer Science
This book is about turning data into smart decisions, knowledge into wisdom and business into business intelligence and insight. It explores diverse paradigms, methodologies, models, tools and techniques of the emerging knowledge domain of digitalized business analytics applications.The book covers almost every crucial aspect of applied artificial intelligence in business, smart mobile and digital ... Leer más

$215.09 USD

This book is about turning data into smart decisions, knowledge into wisdom and business into business intelligence and insight. It explores diverse paradigms, methodologies, models, tools and techniques of the emerging knowledge domain of digitalized business analytics applications.The book covers almost every crucial aspect of applied artificial intelligence in business, smart mobile and digital
... Leer más
Deep Learning

Computer Vision, Python Machine Learning And Neural Networks

de Rob Botwright ...

Introducing the Ultimate AI Book Bundle: Deep Learning, Computer Vision, Python Machine Learning, and Neural NetworksAre you ready to embark on an exhilarating journey into the world of artificial intelligence, deep learning, and computer vision? Look no further! Our carefully curated book bundle, "DEEP LEARNING: COMPUTER VISION, PYTHON MACHINE LEARNING AND NEURAL NETWORKS," offers you a ... Leer más

$4.99 USD o gratis con Kobo Plus

Introducing the Ultimate AI Book Bundle: Deep Learning, Computer Vision, Python Machine Learning, and Neural NetworksAre you ready to embark on an exhilarating journey into the world of artificial intelligence, deep learning, and computer vision? Look no further! Our carefully curated book bundle, "DEEP LEARNING: COMPUTER VISION, PYTHON MACHINE LEARNING AND NEURAL NETWORKS," offers you a
... Leer más

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