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Python Data Science Cookbook

Practical solutions across fast data cleaning, processing, and machine learning workflows with pandas, NumPy, and scikit-learn

de Taryn Voska ...

This book's got a bunch of handy recipes for data science pros to get them through the most common challenges they face when using Python tools and libraries. Each recipe shows you exactly how to do something step-by-step. You can load CSVs directly from a URL, flatten nested JSON, query SQL and NoSQL databases, import Excel sheets, or stream large files in memory-safe batches.Once the data's ... Leer más

$35.99 USD

This book's got a bunch of handy recipes for data science pros to get them through the most common challenges they face when using Python tools and libraries. Each recipe shows you exactly how to do something step-by-step. You can load CSVs directly from a URL, flatten nested JSON, query SQL and NoSQL databases, import Excel sheets, or stream large files in memory-safe batches.Once the data's
... Leer más
Good Practices and New Perspectives in Information Systems and Technologies

WorldCIST 2024, Volume 3

Edición de Álvaro Rocha, Hojjat Adeli, Gintautas Dzemyda, Fernando Moreira, Aneta Poniszewska-Marańda ...

Series series Springer Nature Proceedings excluding Computer Science
This book is composed by a selection of articles from the 12th World Conference on Information Systems and Technologies (WorldCIST'24), held between 26 and 28 of March 2024, at Lodz University of Technology, Lodz, Poland.WorldCIST is a global forum for researchers and practitioners to present and discuss recent results and innovations, current trends, professional experiences and challenges of ... Leer más

$215.99 USD

This book is composed by a selection of articles from the 12th World Conference on Information Systems and Technologies (WorldCIST'24), held between 26 and 28 of March 2024, at Lodz University of Technology, Lodz, Poland.WorldCIST is a global forum for researchers and practitioners to present and discuss recent results and innovations, current trends, professional experiences and challenges of
... Leer más
Smart Technologies for a Sustainable Future

Proceedings of the 21st International Conference on Smart Technologies & Education. Volume 1

Edición de Michael E. Auer, Reinhard Langmann, Dominik May, Kim Roos ...

Series series Springer Nature Proceedings excluding Computer Science
This book includes the proceedings of the 21st International Conference on Smart Technologies & Education (STE2024). The “International Conference on Smart Technologies & Education” (STE) is an annual global meeting dedicated to the fundamentals, applications, and experiences in the field of Smart Technologies, Online, Remote, and Virtual Engineering, Virtual Instrumentation, and other related new ... Leer más

$197.99 USD

This book includes the proceedings of the 21st International Conference on Smart Technologies & Education (STE2024). The “International Conference on Smart Technologies & Education” (STE) is an annual global meeting dedicated to the fundamentals, applications, and experiences in the field of Smart Technologies, Online, Remote, and Virtual Engineering, Virtual Instrumentation, and other related new
... Leer más
实时数据处理和分析指南

Chinese Edition

de Posts & Telecom Press, Shilpi Saxena, Saurabh Gupta ...

一本介绍实时大数据计算领域的相关技巧和经验（包括Flink、Spark和Storm等流处理框架技术）的指南。Key Features全书从搭建开发环境开始，逐步实现流处理，循序渐进地引导读者学习如何利用组件协同应用来解决实际问题。Book Description本书主要介绍实时大数据计算领域的相关技巧和经验，包括Flink、Spark和Storm等流处理框架技术。全书从搭建开发环境开始，逐步实现流处理，循序渐进地引导读者学习如何利用Rabbit MQ、Kafka和NiFi以及Storm、Spark、Flink和Beam等组件协同应用来解决实际问题。本书内容分为6个部分，分别是“导言——熟悉实时分析”“搭建基础设施”“Storm实时计算”“使用Spark实现实时计算”“使用Flink实现实时分析”以及“综合应用”。在阅读本书之前，读者应具备基本的Java和Scala编程基础 ... Leer más

$39.99 USD o gratis con Kobo Plus

一本介绍实时大数据计算领域的相关技巧和经验（包括Flink、Spark和Storm等流处理框架技术）的指南。Key Features全书从搭建开发环境开始，逐步实现流处理，循序渐进地引导读者学习如何利用组件协同应用来解决实际问题。Book Description本书主要介绍实时大数据计算领域的相关技巧和经验，包括Flink、Spark和Storm等流处理框架技术。全书从搭建开发环境开始，逐步实现流处理，循序渐进地引导读者学习如何利用Rabbit MQ、Kafka和NiFi以及Storm、Spark、Flink和Beam等组件协同应用来解决实际问题。本书内容分为6个部分，分别是“导言——熟悉实时分析”“搭建基础设施”“Storm实时计算”“使用Spark实现实时计算”“使用Flink实现实时分析”以及“综合应用”。在阅读本书之前，读者应具备基本的Java和Scala编程基础
... Leer más
Cyber Security

Policy and Technology

Edición de Martti Lehto, Pekka Neittaanmäki ...

Series series Intelligent Technologies and Robotics (R0)
This book offers a multifaceted exploration of cybersecurity through the lenses of policy, ethics, and advanced technology. It examines the complex interplay of law, diplomacy, and geopolitics in the digital age, emphasizing the protection of critical infrastructure and the impact of international conflict on global security. Topics include cybersecurity education, virus evasion, quantum-safe AI ... Leer más

$197.99 USD

This book offers a multifaceted exploration of cybersecurity through the lenses of policy, ethics, and advanced technology. It examines the complex interplay of law, diplomacy, and geopolitics in the digital age, emphasizing the protection of critical infrastructure and the impact of international conflict on global security. Topics include cybersecurity education, virus evasion, quantum-safe AI
... Leer más
Community Detection and Mining in Social Media

de Lei Tang, Huan Liu ...

Series series Synthesis Lectures on Data Mining & Knowledge Discovery
The past decade has witnessed the emergence of participatory Web and social media, bringing people together in many creative ways. Millions of users are playing, tagging, working, and socializing online, demonstrating new forms of collaboration, communication, and intelligence that were hardly imaginable just a short time ago. Social media also helps reshape business models, sway opinions and ... Leer más

$32.99 USD

The past decade has witnessed the emergence of participatory Web and social media, bringing people together in many creative ways. Millions of users are playing, tagging, working, and socializing online, demonstrating new forms of collaboration, communication, and intelligence that were hardly imaginable just a short time ago. Social media also helps reshape business models, sway opinions and
... Leer más
Information Technology and Systems

ICITS 2024, Volume 2

Edición de Álvaro Rocha, Carlos Ferrás, Jorge Hochstetter Diez, Mauricio Diéguez Rebolledo ...

Series series Springer Nature Proceedings excluding Computer Science
This book is composed by the papers written in English and accepted for presentation and discussion at The 2024 International Conference on Information Technology & Systems (ICITS'24), held at Universidad de La Frontera, in Temuco, Chile, between the 24th and the 26th of January 2024.ICIST is a global forum for researchers and practitioners to present and discuss recent findings and innovations, ... Leer más

$188.99 USD

This book is composed by the papers written in English and accepted for presentation and discussion at The 2024 International Conference on Information Technology & Systems (ICITS'24), held at Universidad de La Frontera, in Temuco, Chile, between the 24th and the 26th of January 2024.ICIST is a global forum for researchers and practitioners to present and discuss recent findings and innovations,
... Leer más
Aerospike: Up and Running

Developing on a Modern Operational Database for Globally Distributed Apps

de V. Srinivasan, Tim Faulkes, Albert Autin, Paige Roberts ...

If you're a developer looking to build a distributed, resilient, scalable, high-performance application, you may be evaluating distributed SQL and NoSQL solutions. Perhaps you're considering the Aerospike database.This practical book shows developers, architects, and engineers how to get the highly scalable and extremely low-latency Aerospike database up and running. You will learn how to power ... Leer más

$48.99 USD

If you're a developer looking to build a distributed, resilient, scalable, high-performance application, you may be evaluating distributed SQL and NoSQL solutions. Perhaps you're considering the Aerospike database.This practical book shows developers, architects, and engineers how to get the highly scalable and extremely low-latency Aerospike database up and running. You will learn how to power
... Leer más
Big Data Analytics and Artificial Intelligence Against COVID-19: Innovation Vision and Approach

Edición de Aboul-Ella Hassanien, Nilanjan Dey, Sally Elghamrawy ...

Series series Computer Science (R0)
This book includes research articles and expository papers on the applications of artificial intelligence and big data analytics to battle the pandemic. In the context of COVID-19, this book focuses on how big data analytic and artificial intelligence help fight COVID-19. The book is divided into four parts. The first part discusses the forecasting and visualization of the COVID-19 data. The ... Leer más

$89.09 USD

This book includes research articles and expository papers on the applications of artificial intelligence and big data analytics to battle the pandemic. In the context of COVID-19, this book focuses on how big data analytic and artificial intelligence help fight COVID-19. The book is divided into four parts. The first part discusses the forecasting and visualization of the COVID-19 data. The
... Leer más
Deep Learning and Big Data for Intelligent Transportation

Enabling Technologies and Future Trends

Edición de Khaled R. Ahmed, Aboul Ella Hassanien ...

Series series Intelligent Technologies and Robotics (R0)
This book contributes to the progress towards intelligent transportation. It emphasizes new data management and machine learning approaches such as big data, deep learning and reinforcement learning. Deep learning and big data are very energetic and vital research topics of today’s technology. Road sensors, UAVs, GPS, CCTV and incident reports are sources of massive amount of data which are ... Leer más

$170.09 USD

This book contributes to the progress towards intelligent transportation. It emphasizes new data management and machine learning approaches such as big data, deep learning and reinforcement learning. Deep learning and big data are very energetic and vital research topics of today’s technology. Road sensors, UAVs, GPS, CCTV and incident reports are sources of massive amount of data which are
... Leer más
The Data Consultant's Handbook

Master stakeholder management and client delivery to drive business impact in data consulting

de Juan Manuel Perafan, Tony Zeljkovic ...

Learn to navigate client relationships, deliver impactful data projects, and translate technical work into business results. Covers presales, stakeholder management, execution, and handover with templates and real-world strategiesKey FeaturesData-specific strategies and advice for the consultancy lifecycleCommunication frameworks tailored for executives, technical teams, and diverse ... Leer más

$35.99 USD

PEDIDO ANTICIPADO

Learn to navigate client relationships, deliver impactful data projects, and translate technical work into business results. Covers presales, stakeholder management, execution, and handover with templates and real-world strategiesKey FeaturesData-specific strategies and advice for the consultancy lifecycleCommunication frameworks tailored for executives, technical teams, and diverse
... Leer más
El Poder Del Análisis De Datos

Colección Libertad Financiera, #5

de León Libros, Mark K. Scott ...

Series Libro 5 - Colección Libertad Financiera
El volumen de datos que circula diariamente en línea es absolutamente asombroso. Cada vez que expresas tu aprobación por una publicación, realizas una compra en línea o haces clic en un anuncio, se genera una gran cantidad de datos.Estos datos son un recurso valioso para empresas y gobiernos que buscan obtener una comprensión más profunda de su comportamiento y ejercer influencia.Mediante el uso ... Leer más

$1.99 USD o gratis con Kobo Plus

El volumen de datos que circula diariamente en línea es absolutamente asombroso. Cada vez que expresas tu aprobación por una publicación, realizas una compra en línea o haces clic en un anuncio, se genera una gran cantidad de datos.Estos datos son un recurso valioso para empresas y gobiernos que buscan obtener una comprensión más profunda de su comportamiento y ejercer influencia.Mediante el uso
... Leer más
DataScience

Descobrindo o futuro através dos dados

de Rogerio B. Andrade ...

Desvende o amanhã nas páginas de Data Science: descobrindo o futuro através dos dados. Em um mundo movido por informações, este manifesto desafia a intuição com análises profundas. Explore segredos, antecipe tendências e transforme dados em ação. Este não é apenas um livro; é um portal para a revolução, guiando-o rumo ao futuro. Descubra como os dados moldarão a sociedade do amanhã. Uma jornada ... Leer más

$9.99 USD o gratis con Kobo Plus

Desvende o amanhã nas páginas de Data Science: descobrindo o futuro através dos dados. Em um mundo movido por informações, este manifesto desafia a intuição com análises profundas. Explore segredos, antecipe tendências e transforme dados em ação. Este não é apenas um livro; é um portal para a revolução, guiando-o rumo ao futuro. Descubra como os dados moldarão a sociedade do amanhã. Uma jornada
... Leer más
Python Data Science for Beginners

Analyze and Visualize Data Like a Pro

de Brian Murray ...

Series Libro 2 - Python
Python Data Science for Beginners: Analyze and Visualize Data Like a Pro is the ultimate guide to learning the fundamentals of data science with Python. This book is perfect for anyone who is new to data science or wants to expand their skills in this field.In this book, you'll learn how to manipulate and transform data using the popular pandas library, explore and visualize data using matplotlib ... Leer más

$3.95 USD o gratis con Kobo Plus

Python Data Science for Beginners: Analyze and Visualize Data Like a Pro is the ultimate guide to learning the fundamentals of data science with Python. This book is perfect for anyone who is new to data science or wants to expand their skills in this field.In this book, you'll learn how to manipulate and transform data using the popular pandas library, explore and visualize data using matplotlib
... Leer más
Ultimate Data Engineering Design Patterns

Design and Build Scalable Data Pipelines Using Proven Patterns for Modern Data Platforms`

de Bragadeesh Sundararajan ...

Data engineering is the backbone of every modern data-driven organization — and the ability to design scalable, reliable pipelines is the most in-demand skill across analytics, AI, and platform engineering. ***Ultimate Data Engineering Design Patterns***provides a comprehensive, pattern-driven guide to building robust data infrastructure, from foundational ingestion and storage to stream ... Leer más

$17.99 USD o gratis con Kobo Plus

Data engineering is the backbone of every modern data-driven organization — and the ability to design scalable, reliable pipelines is the most in-demand skill across analytics, AI, and platform engineering. ***Ultimate Data Engineering Design Patterns***provides a comprehensive, pattern-driven guide to building robust data infrastructure, from foundational ingestion and storage to stream
... Leer más
R Programming Fundamentals

Deal with data using various modeling techniques

de Kaelen Medeiros ...

Study data analysis and visualization to successfully analyze data with RKey FeaturesGet to grips with data cleaning methodsExplore statistical concepts and programming in R, including best practicesBuild a data science project with real-world examplesBook DescriptionR Programming Fundamentals, focused on R and the R ecosystem, introduces you to the tools for working with data. You’ll start by ... Leer más

$27.99 USD o gratis con Kobo Plus

Study data analysis and visualization to successfully analyze data with RKey FeaturesGet to grips with data cleaning methodsExplore statistical concepts and programming in R, including best practicesBuild a data science project with real-world examplesBook DescriptionR Programming Fundamentals, focused on R and the R ecosystem, introduces you to the tools for working with data. You’ll start by
... Leer más
Data Engineering with AWS Cookbook

A recipe-based approach to help you tackle data engineering problems with AWS services

de Gonzalo Herreros González, Huda Nofal, Trâm Ngọc Phạm, Viquar Khan ...

Master AWS data engineering services and techniques for orchestrating pipelines, building layers, and managing migrationsKey FeaturesGet up to speed with the different AWS technologies for data engineeringLearn the different aspects and considerations of building data lakes, such as security, storage, and operationsGet hands on with key AWS services such as Glue, EMR, Redshift, QuickSight, and ... Leer más

$37.99 USD o gratis con Kobo Plus

Master AWS data engineering services and techniques for orchestrating pipelines, building layers, and managing migrationsKey FeaturesGet up to speed with the different AWS technologies for data engineeringLearn the different aspects and considerations of building data lakes, such as security, storage, and operationsGet hands on with key AWS services such as Glue, EMR, Redshift, QuickSight, and
... Leer más
Data Labeling in Machine Learning with Python

Explore modern ways to prepare labeled data for training and fine-tuning ML and generative AI models

de Vijaya Kumar Suda ...

Take your data preparation, machine learning, and GenAI skills to the next level by learning a range of Python algorithms and tools for data labelingKey FeaturesGenerate labels for regression in scenarios with limited training dataApply generative AI and large language models (LLMs) to explore and label text dataLeverage Python libraries for image, video, and audio data analysis and data ... Leer más

$37.99 USD o gratis con Kobo Plus

Take your data preparation, machine learning, and GenAI skills to the next level by learning a range of Python algorithms and tools for data labelingKey FeaturesGenerate labels for regression in scenarios with limited training dataApply generative AI and large language models (LLMs) to explore and label text dataLeverage Python libraries for image, video, and audio data analysis and data
... Leer más
Recent Trends and Future Direction for Data Analytics

Edición de Aparna Kumari ...

In an increasingly data-centric world, scholars and practitioners grapple with the complexities of harnessing data analytics effectively across various industries. The challenge lies in navigating the rapid evolution of methodologies, identifying emerging trends, and understanding the nuanced applications of data analytics in real-world scenarios. This gap between theory and practice inhibits ... Leer más

$328.49 USD

In an increasingly data-centric world, scholars and practitioners grapple with the complexities of harnessing data analytics effectively across various industries. The challenge lies in navigating the rapid evolution of methodologies, identifying emerging trends, and understanding the nuanced applications of data analytics in real-world scenarios. This gap between theory and practice inhibits
... Leer más
Applying Data Science and Learning Analytics Throughout a Learner’s Lifespan

Edición de Goran Trajkovski, Marylee Demeter, Heather Hayes ...

Research in the domains of learning analytics and educational data mining has prototyped an approach where methodologies from data science and machine learning are used to gain insights into the learning process by using large amounts of data. As many training and academic institutions are maturing in their data-driven decision making, useful, scalable, and interesting trends are emerging. ... Leer más

$184.49 USD

Research in the domains of learning analytics and educational data mining has prototyped an approach where methodologies from data science and machine learning are used to gain insights into the learning process by using large amounts of data. As many training and academic institutions are maturing in their data-driven decision making, useful, scalable, and interesting trends are emerging.
... Leer más
Big Data: Concepts, Methodologies, Tools, and Applications

Edición de Information Resources Management Association ...

The digital age has presented an exponential growth in the amount of data available to individuals looking to draw conclusions based on given or collected information across industries. Challenges associated with the analysis, security, sharing, storage, and visualization of large and complex data sets continue to plague data scientists and analysts alike as traditional data processing ... Leer más

$2,051.99 USD

The digital age has presented an exponential growth in the amount of data available to individuals looking to draw conclusions based on given or collected information across industries. Challenges associated with the analysis, security, sharing, storage, and visualization of large and complex data sets continue to plague data scientists and analysts alike as traditional data processing
... Leer más
Revolutionizing Consumer Experience With Digital Twins and the Metaverse

Edición de Brij B. Gupta, Yuk Ming Tang ...

Using digital twins and the metaverse to improve consumer experiences shifts how people engage with products and brands. By combining real-world data with virtual environments, organizations can create personalized experiences that evolve in real time. Digital twins enable businesses to optimize every aspect of the customer journey, while the metaverse provides an interactive space where those ... Leer más

$184.49 USD

Using digital twins and the metaverse to improve consumer experiences shifts how people engage with products and brands. By combining real-world data with virtual environments, organizations can create personalized experiences that evolve in real time. Digital twins enable businesses to optimize every aspect of the customer journey, while the metaverse provides an interactive space where those
... Leer más
Analyzing Data Through Probabilistic Modeling in Statistics

Edición de Dariusz Jacek Jakóbczak ...

Probabilistic modeling represents a subject arising in many branches of mathematics, economics, and computer science. Such modeling connects pure mathematics with applied sciences. Similarly, data analyzing and statistics are situated on the border between pure mathematics and applied sciences. Therefore, when probabilistic modeling meets statistics, it is a very interesting occasion that has ... Leer más

$215.99 USD

Probabilistic modeling represents a subject arising in many branches of mathematics, economics, and computer science. Such modeling connects pure mathematics with applied sciences. Similarly, data analyzing and statistics are situated on the border between pure mathematics and applied sciences. Therefore, when probabilistic modeling meets statistics, it is a very interesting occasion that has
... Leer más
The Discipline of Organizing: Core Concepts Edition

de Robert J. Glushko ...

Note about this ebook: This ebook exploits many advanced capabilities with images, hypertext, and interactivity and is optimized for EPUB3-compliant book readers, especially Apple's iBooks and browser plugins. These features may not work on all ebook readers.We organize things. We organize information, information about things, and information about information. Organizing is a fundamental issue ... Leer más

$25.99 USD

Note about this ebook: This ebook exploits many advanced capabilities with images, hypertext, and interactivity and is optimized for EPUB3-compliant book readers, especially Apple's iBooks and browser plugins. These features may not work on all ebook readers.We organize things. We organize information, information about things, and information about information. Organizing is a fundamental issue
... Leer más

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