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Enabling AI Applications in Data Science

Edición de Aboul-Ella Hassanien, Mohamed Hamed N. Taha, Nour Eldeen M. Khalifa ...

Series series Intelligent Technologies and Robotics (R0)
This book provides a detailed overview of the latest developments and applications in the field of artificial intelligence and data science. AI applications have achieved great accuracy and performance with the help of developments in data processing and storage. It has also gained strength through the amount and quality of data which is the main nucleus of data science. This book aims to provide ... Leer más

$188.09 USD

This book provides a detailed overview of the latest developments and applications in the field of artificial intelligence and data science. AI applications have achieved great accuracy and performance with the help of developments in data processing and storage. It has also gained strength through the amount and quality of data which is the main nucleus of data science. This book aims to provide
... Leer más
Data Lakehouse in Action

Architecting a modern and scalable data analytics platform

de Pradeep Menon ...

Propose a new scalable data architecture paradigm, Data Lakehouse, that addresses the limitations of current data architecture patternsKey FeaturesUnderstand how data is ingested, stored, served, governed, and secured for enabling data analyticsExplore a practical way to implement Data Lakehouse using cloud computing platforms like AzureCombine multiple architectural patterns based on an ... Leer más

$34.99 USD o gratis con Kobo Plus

Propose a new scalable data architecture paradigm, Data Lakehouse, that addresses the limitations of current data architecture patternsKey FeaturesUnderstand how data is ingested, stored, served, governed, and secured for enabling data analyticsExplore a practical way to implement Data Lakehouse using cloud computing platforms like AzureCombine multiple architectural patterns based on an
... Leer más
Data Engineering Design Patterns

Recipes for Solving the Most Common Data Engineering Problems

de Bartosz Konieczny ...

Data projects are an intrinsic part of an organization’s technical ecosystem, but data engineers in many companies continue to work on problems that others have already solved. This hands-on guide shows you how to provide valuable data by focusing on various aspects of data engineering, including data ingestion, data quality, idempotency, and more.Author Bartosz Konieczny guides you through the ... Leer más

$48.99 USD

Data projects are an intrinsic part of an organization’s technical ecosystem, but data engineers in many companies continue to work on problems that others have already solved. This hands-on guide shows you how to provide valuable data by focusing on various aspects of data engineering, including data ingestion, data quality, idempotency, and more.Author Bartosz Konieczny guides you through the
... Leer más
Scientific Computing with Python

High-performance scientific computing with NumPy, SciPy, and pandas

de Claus Fuhrer, Jan Erik Solem, Olivier Verdier, Claus Führer ...

Leverage this example-packed, comprehensive guide for all your Python computational needsKey FeaturesLearn the first steps within Python to highly specialized conceptsExplore examples and code snippets taken from typical programming situations within scientific computing.Delve into essential computer science concepts like iterating, object-oriented programming, testing, and MPI presented in strong ... Leer más

$27.99 USD o gratis con Kobo Plus

Leverage this example-packed, comprehensive guide for all your Python computational needsKey FeaturesLearn the first steps within Python to highly specialized conceptsExplore examples and code snippets taken from typical programming situations within scientific computing.Delve into essential computer science concepts like iterating, object-oriented programming, testing, and MPI presented in strong
... Leer más
Hands-On Machine Learning for Algorithmic Trading

Design and implement investment strategies based on smart algorithms that learn from data using Python

de Stefan Jansen ...

Explore effective trading strategies in real-world markets using NumPy, spaCy, pandas, scikit-learn, and KerasKey FeaturesImplement machine learning algorithms to build, train, and validate algorithmic modelsCreate your own algorithmic design process to apply probabilistic machine learning approaches to trading decisionsDevelop neural networks for algorithmic trading to perform time series ... Leer más

$43.99 USD o gratis con Kobo Plus

Explore effective trading strategies in real-world markets using NumPy, spaCy, pandas, scikit-learn, and KerasKey FeaturesImplement machine learning algorithms to build, train, and validate algorithmic modelsCreate your own algorithmic design process to apply probabilistic machine learning approaches to trading decisionsDevelop neural networks for algorithmic trading to perform time series
... Leer más
Pandas 1.x Cookbook

Practical recipes for scientific computing, time series analysis, and exploratory data analysis using Python

de Theodore Petrou, Matthew Harrison ...

Use the power of pandas to solve most complex scientific computing problems with ease. Revised for pandas 1.x.Key FeaturesThis is the first book on pandas 1.xPractical, easy to implement recipes for quick solutions to common problems in data using pandasMaster the fundamentals of pandas to quickly begin exploring any datasetBook DescriptionThe pandas library is massive, and it's common for ... Leer más

$60.99 USD o gratis con Kobo Plus

Use the power of pandas to solve most complex scientific computing problems with ease. Revised for pandas 1.x.Key FeaturesThis is the first book on pandas 1.xPractical, easy to implement recipes for quick solutions to common problems in data using pandasMaster the fundamentals of pandas to quickly begin exploring any datasetBook DescriptionThe pandas library is massive, and it's common for
... Leer más
Data Engineering with Scala and Spark

Build streaming and batch pipelines that process massive amounts of data using Scala

de Eric Tome, Rupam Bhattacharjee, David Radford ...

Take your data engineering skills to the next level by learning how to utilize Scala and functional programming to create continuous and scheduled pipelines that ingest, transform, and aggregate dataKey FeaturesTransform data into a clean and trusted source of information for your organization using ScalaBuild streaming and batch-processing pipelines with step-by-step explanationsImplement and ... Leer más

$27.99 USD o gratis con Kobo Plus

Take your data engineering skills to the next level by learning how to utilize Scala and functional programming to create continuous and scheduled pipelines that ingest, transform, and aggregate dataKey FeaturesTransform data into a clean and trusted source of information for your organization using ScalaBuild streaming and batch-processing pipelines with step-by-step explanationsImplement and
... Leer más
Modern Time Series Forecasting with Python

Explore industry-ready time series forecasting using modern machine learning and deep learning

de Manu Joseph ...

Build real-world time series forecasting systems which scale to millions of time series by applying modern machine learning and deep learning conceptsKey FeaturesExplore industry-tested machine learning techniques used to forecast millions of time seriesGet started with the revolutionary paradigm of global forecasting modelsGet to grips with new concepts by applying them to real-world datasets of ... Leer más

$38.99 USD o gratis con Kobo Plus

Build real-world time series forecasting systems which scale to millions of time series by applying modern machine learning and deep learning conceptsKey FeaturesExplore industry-tested machine learning techniques used to forecast millions of time seriesGet started with the revolutionary paradigm of global forecasting modelsGet to grips with new concepts by applying them to real-world datasets of
... Leer más
Database Programming Using Matlab

de Agus Kurniawan ...

Learn how to build Matlab program with database interaction. If you have experience with database, this book will help you how to write Matlab and to access database server. This book covers three database servers: MySQL, SQL Server, and Oracle.**TOC**Preparing Development Environment1.1 Database Toolbox1.2 Testing EnvironmentHello World - Connecting to Database Server2.1 Database Configuration2.1 ... Leer más

$4.42 USD

Learn how to build Matlab program with database interaction. If you have experience with database, this book will help you how to write Matlab and to access database server. This book covers three database servers: MySQL, SQL Server, and Oracle.**TOC**Preparing Development Environment1.1 Database Toolbox1.2 Testing EnvironmentHello World - Connecting to Database Server2.1 Database Configuration2.1
... Leer más
Learn Apache Spark Full

de Hoang Tran ...

Industries are using Hadoop extensively to analyze their data sets. The reason is that Hadoop framework is based on a simple programming model (MapReduce) and it enables a computing solution that is scalable, flexible, fault-tolerant and cost effective. Here, the main concern is to maintain speed in processing large datasets in terms of waiting time between queries and waiting time to run the ... Leer más

$2.99 USD o gratis con Kobo Plus

Industries are using Hadoop extensively to analyze their data sets. The reason is that Hadoop framework is based on a simple programming model (MapReduce) and it enables a computing solution that is scalable, flexible, fault-tolerant and cost effective. Here, the main concern is to maintain speed in processing large datasets in terms of waiting time between queries and waiting time to run the
... Leer más
Decoding Large Language Models

An exhaustive guide to understanding, implementing, and optimizing LLMs for NLP applications

de Irena Cronin ...

Explore the architecture, development, and deployment strategies of large language models to unlock their full potentialKey FeaturesGain in-depth insight into LLMs, from architecture through to deploymentLearn through practical insights into real-world case studies and optimization techniquesGet a detailed overview of the AI landscape to tackle a wide variety of AI and NLP challengesPurchase of ... Leer más

$37.99 USD o gratis con Kobo Plus

Explore the architecture, development, and deployment strategies of large language models to unlock their full potentialKey FeaturesGain in-depth insight into LLMs, from architecture through to deploymentLearn through practical insights into real-world case studies and optimization techniquesGet a detailed overview of the AI landscape to tackle a wide variety of AI and NLP challengesPurchase of
... Leer más
The Year in Tech, 2025

The Insights You Need from Harvard Business Review

de Harvard Business Review, Amy Webb, Elisa Farri, Gabriele Rosani, Alex Tapscott ...

Series series HBR Insights Series
A year of HBR's essential thinking on tech—all in one place.Generative AI, biometrics, spatial computing, electric vehicles—new technologies like these are reshaping organizations at the hybrid office, on factory floors, and in the C-suite. What should you and your company be doing now to take advantage of the new opportunities these technologies are creating—and avoid falling victim to disruption ... Leer más

$15.99 USD o gratis con Kobo Plus

A year of HBR's essential thinking on tech—all in one place.Generative AI, biometrics, spatial computing, electric vehicles—new technologies like these are reshaping organizations at the hybrid office, on factory floors, and in the C-suite. What should you and your company be doing now to take advantage of the new opportunities these technologies are creating—and avoid falling victim to disruption
... Leer más
Learn Apache Storm Full

de Hoang Tran ...

Apache Storm is a distributed real-time big data-processing system. Storm is designed to process vast amount of data in a fault-tolerant and horizontal scalable method. It is a streaming data framework that has the capability of highest ingestion rates. Though Storm is stateless, it manages distributed environment and cluster state via Apache ZooKeeper. It is simple and you can execute all kinds ... Leer más

$2.99 USD o gratis con Kobo Plus

Apache Storm is a distributed real-time big data-processing system. Storm is designed to process vast amount of data in a fault-tolerant and horizontal scalable method. It is a streaming data framework that has the capability of highest ingestion rates. Though Storm is stateless, it manages distributed environment and cluster state via Apache ZooKeeper. It is simple and you can execute all kinds
... Leer más
Microsoft Fabric Cookbook

Advanced Recipes for AI-Driven Data Architecture and Cloud-Native Analytics with Microsoft Fabric

de Ranadeep Singh, Jyotiprakash Behera ...

Build scalable, AI-powered analytics solutions using Microsoft Fabric. Master data engineering, real-time analytics, governance, Copilot, and GenAI workflows with practical, production-ready recipes.Key FeaturesArchitect end-to-end analytics solutions using Microsoft Fabric workloadsApply hands-on recipes for AI, real-time analytics, governance, and CopilotOptimize cost, performance, security, and ... Leer más

$28.79 USD

PEDIDO ANTICIPADO

Build scalable, AI-powered analytics solutions using Microsoft Fabric. Master data engineering, real-time analytics, governance, Copilot, and GenAI workflows with practical, production-ready recipes.Key FeaturesArchitect end-to-end analytics solutions using Microsoft Fabric workloadsApply hands-on recipes for AI, real-time analytics, governance, and CopilotOptimize cost, performance, security, and
... Leer más
Innovations in Knowledge Mining: Sustainability for Societal and Industrial Impact

Proceedings of 5th International Conference on Data Engineering and Communication Technology (ICDECT 2024), Volume 2

Edición de Vikrant Bhateja, Muhammad Ehsan Rana, Hrudaya Kumar Tripathy, Roman Senkerik ...

Series series Springer Nature Proceedings excluding Computer Science
This book includes selected papers presented at the 5th International Conference on Data Engineering and Communication Technology (ICDECT 2024), held at Asia Pacific University of Technology and Innovation (APU, Kuala Lumpur, Malaysia, during 28–29 September 2024. It features advanced, multidisciplinary research towards the design of smart computing, information systems and electronic systems. It ... Leer más

$242.09 USD

This book includes selected papers presented at the 5th International Conference on Data Engineering and Communication Technology (ICDECT 2024), held at Asia Pacific University of Technology and Innovation (APU, Kuala Lumpur, Malaysia, during 28–29 September 2024. It features advanced, multidisciplinary research towards the design of smart computing, information systems and electronic systems. It
... Leer más
Codice di guerra

Etica dell’intelligenza artificiale nella difesa

de Mariarosaria Taddeo ...

La digitalizzazione della difesa nazionale, iniziata con la prima guerra del Golfo, ha trovato nella guerra in Ucraina il suo punto di non ritorno. In questi anni è diventato evidente che la grande quantità di dati che produciamo ogni giorno unita all’intelligenza artificiale (IA) ha una notevole importanza nei processi decisionali e operativi della difesa e sicurezza nazionale: dall’intelligence ... Leer más

$25.99 USD

La digitalizzazione della difesa nazionale, iniziata con la prima guerra del Golfo, ha trovato nella guerra in Ucraina il suo punto di non ritorno. In questi anni è diventato evidente che la grande quantità di dati che produciamo ogni giorno unita all’intelligenza artificiale (IA) ha una notevole importanza nei processi decisionali e operativi della difesa e sicurezza nazionale: dall’intelligence
... Leer más
From Models to Decisions in Machine Learning with Python

From Models to Responsible Decision-Making

de Mathias Ellmann ...

How can machine-learning models lead to responsible decision-making?Machine learning is often understood as a technical discipline: collecting data, training models, calculating metrics, and generating predictions.Yet successful machine-learning projects rarely fail because of the algorithm alone. More often, they fail because predictions are mistaken for decisions, metrics are misinterpreted, or ... Leer más

$14.99 USD o gratis con Kobo Plus

How can machine-learning models lead to responsible decision-making?Machine learning is often understood as a technical discipline: collecting data, training models, calculating metrics, and generating predictions.Yet successful machine-learning projects rarely fail because of the algorithm alone. More often, they fail because predictions are mistaken for decisions, metrics are misinterpreted, or
... Leer más
Protección de datos personales en tiempos del big data

de Saray Vanessa Barbosa Salgado ...

Series series Jurisprudencia
El big data consiste en el procesamiento de grandes volúmenes de información que puede provenir de múltiples fuentes y estar en diversos formatos para generar análisis que pueden describir el estado de una organización en tiempo real, así como detectar correlaciones que permitan predecir con cierto grado de certeza una situación o tendencia incidiendo en la toma de decisiones mediante el ... Leer más

$4.99 USD o gratis con Kobo Plus

El big data consiste en el procesamiento de grandes volúmenes de información que puede provenir de múltiples fuentes y estar en diversos formatos para generar análisis que pueden describir el estado de una organización en tiempo real, así como detectar correlaciones que permitan predecir con cierto grado de certeza una situación o tendencia incidiendo en la toma de decisiones mediante el
... Leer más
Time Series Analysis with Python Cookbook

Practical recipes for the complete time series workflow, from modern data engineering to advanced forecasting and anomaly detection

de Tarek A. Atwan ...

Perform time series analysis and forecasting confidently with this Python code bank and reference manual. Access exclusive GitHub bonus chapters and hands-on recipes covering Python setup, probabilistic deep learning forecasts, frequency-domain analysis, large-scale data handling, databases, InfluxDB, and advanced visualizations. Purchase of the print or Kindle book includes a free PDF eBookKey ... Leer más

$43.99 USD o gratis con Kobo Plus

Perform time series analysis and forecasting confidently with this Python code bank and reference manual. Access exclusive GitHub bonus chapters and hands-on recipes covering Python setup, probabilistic deep learning forecasts, frequency-domain analysis, large-scale data handling, databases, InfluxDB, and advanced visualizations. Purchase of the print or Kindle book includes a free PDF eBookKey
... Leer más
Data Science und KI

Grundlagen bis zur Anwendung

de Jörg Weidemann ...

Entdecken Sie die Welt von Data Science und KI Entdecken Sie die Welt von Data Science und KI ist Ihr umfassender Einstieg in die revolutionären Felder der Datenwissenschaft und künstlichen Intelligenz. Dieses Buch führt Sie durch die grundlegenden Konzepte, Schlüsseltechnologien und neuesten Entwicklungen, die diese Disziplinen prägen. Mit praxisnahen Fallstudien und anregenden Fragen bietet es ... Leer más

$5.99 USD

Entdecken Sie die Welt von Data Science und KI Entdecken Sie die Welt von Data Science und KI ist Ihr umfassender Einstieg in die revolutionären Felder der Datenwissenschaft und künstlichen Intelligenz. Dieses Buch führt Sie durch die grundlegenden Konzepte, Schlüsseltechnologien und neuesten Entwicklungen, die diese Disziplinen prägen. Mit praxisnahen Fallstudien und anregenden Fragen bietet es
... Leer más
Information Technology and Systems

ICITS 2025, Volume 1

Edición de Alvaro Rocha, Carlos Ferrás, Hiram Calvo ...

Series series Springer Nature Proceedings excluding Computer Science
This book comprises papers written in English and accepted for presentation and discussion at the 2025 International Conference on Information Technology & Systems (ICITS'25), held at Instituto Politécnico Nacional (IPN), Mexico City, Mexico, from January 22 to 24, 2025.ICITS'25 serves as a global forum for researchers and practitioners to present and discuss recent findings, innovations, current ... Leer más

$197.09 USD

This book comprises papers written in English and accepted for presentation and discussion at the 2025 International Conference on Information Technology & Systems (ICITS'25), held at Instituto Politécnico Nacional (IPN), Mexico City, Mexico, from January 22 to 24, 2025.ICITS'25 serves as a global forum for researchers and practitioners to present and discuss recent findings, innovations, current
... Leer más
Associations and Correlations

Unearth the powerful insights buried in your data

de Lee Baker ...

Discover the story of your data using the essential elements of associations and correlationsKey FeaturesGet a comprehensive introduction to associations and correlationsExplore multivariate analysis, understand its limitations, and discover the assumptions on which it’s basedGain insights into the various ways of preparing your data for analysis and visualizationBook DescriptionAssociations and ... Leer más

$19.99 USD o gratis con Kobo Plus

Discover the story of your data using the essential elements of associations and correlationsKey FeaturesGet a comprehensive introduction to associations and correlationsExplore multivariate analysis, understand its limitations, and discover the assumptions on which it’s basedGain insights into the various ways of preparing your data for analysis and visualizationBook DescriptionAssociations and
... Leer más
Deep Learning Cookbook

Practical Recipes to Get Started Quickly

de Douwe Osinga ...

Deep learning doesn’t have to be intimidating. Until recently, this machine-learning method required years of study, but with frameworks such as Keras and Tensorflow, software engineers without a background in machine learning can quickly enter the field. With the recipes in this cookbook, you’ll learn how to solve deep-learning problems for classifying and generating text, images, and music.Each ... Leer más

$36.99 USD

Deep learning doesn’t have to be intimidating. Until recently, this machine-learning method required years of study, but with frameworks such as Keras and Tensorflow, software engineers without a background in machine learning can quickly enter the field. With the recipes in this cookbook, you’ll learn how to solve deep-learning problems for classifying and generating text, images, and music.Each
... Leer más
Knowledge-Based Software Engineering: 2022

Proceedings of the 14th International Joint Conference on Knowledge-Based Software Engineering (JCKBSE 2022), Larnaca, Cyprus, August 22-24, 2022

Edición de Maria Virvou, Takuya Saruwatari, Lakhmi C. Jain ...

Series series Springer Nature Proceedings excluding Computer Science
This book contains extended versions of the works and new research results presented at the 14th International Joint Conference on Knowledge-based Software Engineering (JCKBSE2022). JCKBSE2022 was originally planned to take place in Larnaca, Cyprus. Unfortunately, the COVID-19 pandemic forced it to be rescheduled as an online conference.JCKBSE is a well-established international biennial ... Leer más

$215.99 USD

This book contains extended versions of the works and new research results presented at the 14th International Joint Conference on Knowledge-based Software Engineering (JCKBSE2022). JCKBSE2022 was originally planned to take place in Larnaca, Cyprus. Unfortunately, the COVID-19 pandemic forced it to be rescheduled as an online conference.JCKBSE is a well-established international biennial
... Leer más

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