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Data Engineering with Apache Spark, Delta Lake, and Lakehouse

Create scalable pipelines that ingest, curate, and aggregate complex data in a timely and secure way

de Manoj Kukreja ...

Understand the complexities of modern-day data engineering platforms and explore strategies to deal with them with the help of use case scenarios led by an industry expert in big dataKey FeaturesBecome well-versed with the core concepts of Apache Spark and Delta Lake for building data platformsLearn how to ingest, process, and analyze data that can be later used for training machine learning ... Leer más

$57.59 USD o gratis con Kobo Plus

Understand the complexities of modern-day data engineering platforms and explore strategies to deal with them with the help of use case scenarios led by an industry expert in big dataKey FeaturesBecome well-versed with the core concepts of Apache Spark and Delta Lake for building data platformsLearn how to ingest, process, and analyze data that can be later used for training machine learning
... 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

$14.99 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
Computational Intelligence for Genomics Data

Edición de Babita Pandey, Valentina Emilia Balas, Suman Lata Tripathi, Devendra Kumar Pandey, Mufti Mahmud ...

Series series Advances in Biomedical Informatics
Computational Intelligence for Genomics Data presents an overview of machine learning and deep learning techniques being developed for the analysis of genomic data and the development of disease prediction models. The book focuses on machine and deep learning techniques applied to dimensionality reduction, feature extraction, and expressive gene selection. It includes designs, algorithms, and ... Leer más

$161.99 USD

Computational Intelligence for Genomics Data presents an overview of machine learning and deep learning techniques being developed for the analysis of genomic data and the development of disease prediction models. The book focuses on machine and deep learning techniques applied to dimensionality reduction, feature extraction, and expressive gene selection. It includes designs, algorithms, and
... Leer más
机器学习开发者指南

Chinese Edition

de Posts & Telecom Press, Rodolfo Bonnin ...

一本通过学习统计、分析和机器学习的方法，来提升开发者解决日常问题的能力的指南Key Features通过有趣的示例实现回归、聚类、分类、神经网络Book Description本书将带领读者学习如何实施各种机器学习技术及其日常应用的开发。本书分为9章，从易于掌握的语言基础数据和数学模型开始，向读者介绍机器学习领域中使用的各种库和框架，然后通过有趣的示例实现回归、聚类、分类、神经网络等，从而解决如图像分析、自然语言处理和时间序列数据的异常检测等实际问题。本书适合机器学习的开发人员、数据分析人员、机器学习领域的从业人员，以及想要学习机器学习的技术爱好者阅读。使用任何脚本语言的编程人员都可以阅读本书，但如果熟悉Python语言的话，将有助于充分理解本书的内容。What you will learn通过简单易懂的方法学习数学和机器学习的原理；了解广泛使用的机器学习算法和技术 ... Leer más

$35.99 USD o gratis con Kobo Plus

一本通过学习统计、分析和机器学习的方法，来提升开发者解决日常问题的能力的指南Key Features通过有趣的示例实现回归、聚类、分类、神经网络Book Description本书将带领读者学习如何实施各种机器学习技术及其日常应用的开发。本书分为9章，从易于掌握的语言基础数据和数学模型开始，向读者介绍机器学习领域中使用的各种库和框架，然后通过有趣的示例实现回归、聚类、分类、神经网络等，从而解决如图像分析、自然语言处理和时间序列数据的异常检测等实际问题。本书适合机器学习的开发人员、数据分析人员、机器学习领域的从业人员，以及想要学习机器学习的技术爱好者阅读。使用任何脚本语言的编程人员都可以阅读本书，但如果熟悉Python语言的话，将有助于充分理解本书的内容。What you will learn通过简单易懂的方法学习数学和机器学习的原理；了解广泛使用的机器学习算法和技术
... Leer más
The Definitive Guide to Data Integration

Unlock the power of data integration to efficiently manage, transform, and analyze data

de Pierre-Yves BONNEFOY, Emeric CHAIZE, Raphaël MANSUY, Mehdi TAZI ...

Learn the essentials of data integration with this comprehensive guide, covering everything from sources to solutions, and discover the key to making the most of your data stackKey FeaturesLearn how to leverage modern data stack tools and technologies for effective data integrationDesign and implement data integration solutions with practical advice and best practicesFocus on modern technologies ... Leer más

$27.99 USD o gratis con Kobo Plus

Learn the essentials of data integration with this comprehensive guide, covering everything from sources to solutions, and discover the key to making the most of your data stackKey FeaturesLearn how to leverage modern data stack tools and technologies for effective data integrationDesign and implement data integration solutions with practical advice and best practicesFocus on modern technologies
... Leer más
scikit-learn : Machine Learning Simplified

de Gavin Hackeling, Trent Hauck, Guillermo Moncecchi, Raul Garreta ...

Implement scikit-learn into every step of the data science pipelineAbout This BookUse Python and scikit-learn to create intelligent applicationsDiscover how to apply algorithms in a variety of situations to tackle common and not-so common challenges in the machine learning domainA practical, example-based guide to help you gain expertise in implementing and evaluating machine learning systems ... Leer más

$71.99 USD o gratis con Kobo Plus

Implement scikit-learn into every step of the data science pipelineAbout This BookUse Python and scikit-learn to create intelligent applicationsDiscover how to apply algorithms in a variety of situations to tackle common and not-so common challenges in the machine learning domainA practical, example-based guide to help you gain expertise in implementing and evaluating machine learning systems
... Leer más
Big Data and Data Science Engineering

Volume 7

Edición de Roger Lee ...

Series series Intelligent Technologies and Robotics (R0)
This book reports state-of-the-art results in Big Data and Data Science Engineering in both printed and electronic form. Studies in Computation Intelligence (SCI) has grown into the most comprehensive computational intelligence research forum available in the world.This book publishes original papers on both theory and practice that address foundations, state-of-the-art problems and solutions, and ... Leer más

$179.09 USD

This book reports state-of-the-art results in Big Data and Data Science Engineering in both printed and electronic form. Studies in Computation Intelligence (SCI) has grown into the most comprehensive computational intelligence research forum available in the world.This book publishes original papers on both theory and practice that address foundations, state-of-the-art problems and solutions, and
... Leer más
Cutting Edge Applications of Computational Intelligence Tools and Techniques

Edición de Kevin Daimi, Abeer Alsadoon, Luis Coelho ...

Series series Intelligent Technologies and Robotics (R0)
The book delivers an excellent professional development resource for educators and practitioners on the cutting-edge computational intelligence techniques and applications. It covers many areas and topics of computational intelligence techniques and applications proposed by computational intelligence experts and researchers and furthers the enhancement of the community outreach and engagement ... Leer más

$197.99 USD

The book delivers an excellent professional development resource for educators and practitioners on the cutting-edge computational intelligence techniques and applications. It covers many areas and topics of computational intelligence techniques and applications proposed by computational intelligence experts and researchers and furthers the enhancement of the community outreach and engagement
... Leer más
PyTorch深度学习

Chinese Edition

de Posts & Telecom Press, Vishnu Subramanian ...

使用PyTorch开发神经网络的实用指南提供本书彩图和源代码下载Key Features使用PyTorch构建神经网络模型的实用指南从PyTorch的安装讲起，介绍为现代深度学习提供驱动力的多个基础模块，以及使用CNN、RNN、LSTM以及其他网络模型解决问题的方法Book Description深度学习为世界上的智能系统（比如Google Voice、Siri和Alexa）提供了动力。随着硬件（如GPU）和软件框架（如PyTorch、Keras、TensorFlow和CNTK）的进步以及大数据的可用性，人们在文本、视觉和高级分析等领域更容易实施相应问题的解决方案。本书对当今前沿的深度学习库PyTorch进行了讲解。凭借其易学习性、高效性以及与Python开发的天然亲近性，PyTorch获得了深度学习研究人员以及数据科学家们的关注。本书从PyTorch的安装讲起 ... Leer más

$32.99 USD o gratis con Kobo Plus

使用PyTorch开发神经网络的实用指南提供本书彩图和源代码下载Key Features使用PyTorch构建神经网络模型的实用指南从PyTorch的安装讲起，介绍为现代深度学习提供驱动力的多个基础模块，以及使用CNN、RNN、LSTM以及其他网络模型解决问题的方法Book Description深度学习为世界上的智能系统（比如Google Voice、Siri和Alexa）提供了动力。随着硬件（如GPU）和软件框架（如PyTorch、Keras、TensorFlow和CNTK）的进步以及大数据的可用性，人们在文本、视觉和高级分析等领域更容易实施相应问题的解决方案。本书对当今前沿的深度学习库PyTorch进行了讲解。凭借其易学习性、高效性以及与Python开发的天然亲近性，PyTorch获得了深度学习研究人员以及数据科学家们的关注。本书从PyTorch的安装讲起
... Leer más
MATLAB for Machine Learning

Practical examples of regression, clustering and neural networks

de Giuseppe Ciaburro ...

Extract patterns and knowledge from your data in easy way using MATLABKey FeaturesGet your first steps into machine learning with the help of this easy-to-follow guideLearn regression, clustering, classification, predictive analytics, artificial neural networks and more with MATLABUnderstand how your data works and identify hidden layers in the data with the power of machine learning.Book ... Leer más

$41.99 USD o gratis con Kobo Plus

Extract patterns and knowledge from your data in easy way using MATLABKey FeaturesGet your first steps into machine learning with the help of this easy-to-follow guideLearn regression, clustering, classification, predictive analytics, artificial neural networks and more with MATLABUnderstand how your data works and identify hidden layers in the data with the power of machine learning.Book
... 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

$37.99 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
O cientista de dados e os seus demônios

conselhos de grandes profissionais da área de dados do Brasil e do exterior

de Heverton Anunciação ...

Quais as melhores características de um excelente cientista de dados ou estatístico? Se você pensou conhecimento matemático ou domínio ferramentas de dados está totalmente enganado! Os que estão recebendo em salário até a cifra de milhares de reais por dia de trabalho têm algo em comum: eles são humildes e sabem que nunca estarão certos, mas sabem de forma persistente "criar" pontes entre ... Leer más

$9.99 USD

Quais as melhores características de um excelente cientista de dados ou estatístico? Se você pensou conhecimento matemático ou domínio ferramentas de dados está totalmente enganado! Os que estão recebendo em salário até a cifra de milhares de reais por dia de trabalho têm algo em comum: eles são humildes e sabem que nunca estarão certos, mas sabem de forma persistente "criar" pontes entre
... Leer más
Java for Data Science

Examine the techniques and Java tools supporting the growing field of data science

de Richard M. Reese, Jennifer L. Reese, Shilpi Saxena ...

Examine the techniques and Java tools supporting the growing field of data scienceKey FeaturesYour entry ticket to the world of data science with the stability and power of JavaExplore, analyse, and visualize your data effectively using easy-to-follow examplesMake your Java applications more capable using machine learningBook Descriptionpara 1: Get the lowdown on Java and explore big data ... Leer más

$41.39 USD o gratis con Kobo Plus

Examine the techniques and Java tools supporting the growing field of data scienceKey FeaturesYour entry ticket to the world of data science with the stability and power of JavaExplore, analyse, and visualize your data effectively using easy-to-follow examplesMake your Java applications more capable using machine learningBook Descriptionpara 1: Get the lowdown on Java and explore big data
... Leer más
Data Fusion

Concepts, Ideas and Deep Learning

de Harvey B. Mitchell ...

Series series Intelligent Technologies and Robotics (R0)
This textbook provides a comprehensive introduction to the concepts and ideas of data fusion. It is an extensively revised third edition of the author's book which was originally published by Springer-Verlag in 2007 (first edition) and 2012 (second edition).The main changes in the new edition are:NEW MATERIAL. A new chapter on Deep Learning and significant amounts of new material in most chapters ... Leer más

$98.09 USD

This textbook provides a comprehensive introduction to the concepts and ideas of data fusion. It is an extensively revised third edition of the author's book which was originally published by Springer-Verlag in 2007 (first edition) and 2012 (second edition).The main changes in the new edition are:NEW MATERIAL. A new chapter on Deep Learning and significant amounts of new material in most chapters
... Leer más
The COVID Information Commons

Research Insights from the Coronavirus

Edición de Florence D. Hudson ...

Series series Medicine (R0)
This book provides pertinent insights from COVID-19 researchers funded by the U.S. National Science Foundation (NSF) and National Institutes of Health (NIH) which are highlighted in the NSF-funded COVID Information Commons (CIC). The CIC is a comprehensive portal with 14,000 coronavirus research grants and resources which have been leveraged by a collaborative community of over 10,000 individual ... Leer más

$161.09 USD

This book provides pertinent insights from COVID-19 researchers funded by the U.S. National Science Foundation (NSF) and National Institutes of Health (NIH) which are highlighted in the NSF-funded COVID Information Commons (CIC). The CIC is a comprehensive portal with 14,000 coronavirus research grants and resources which have been leveraged by a collaborative community of over 10,000 individual
... Leer más
Why More Data Doesn’t Fix AI Understanding

de Sandeep Chavan ...

Artificial intelligence has access to more information than any individual human could ever process. Modern AI systems can retrieve documents, analyze enormous context windows, recognize patterns across billions of examples, combine text with images and sound, remember earlier interactions, and generate remarkably fluent answers.But does possessing more information mean that a system understands ... Leer más

$39.99 USD o gratis con Kobo Plus

Artificial intelligence has access to more information than any individual human could ever process. Modern AI systems can retrieve documents, analyze enormous context windows, recognize patterns across billions of examples, combine text with images and sound, remember earlier interactions, and generate remarkably fluent answers.But does possessing more information mean that a system understands
... Leer más
Excel Functions and Formulas Pocketbook

de Ali Akbar, Zico Pratama Putra ...

Geared toward the intermediate to advanced Excel 2016 user, this pocketbook provides explanations and context for many powerful Excel 2016 spreadsheet formulas and functions. Step-by-step instructions for many formula/function-related features such as using range names, and Excel's troubleshooting features. Focus on clarity, accuracy, and the user's perspective, this guide will be a valuable ... Leer más

$13.29 USD o gratis con Kobo Plus

Geared toward the intermediate to advanced Excel 2016 user, this pocketbook provides explanations and context for many powerful Excel 2016 spreadsheet formulas and functions. Step-by-step instructions for many formula/function-related features such as using range names, and Excel's troubleshooting features. Focus on clarity, accuracy, and the user's perspective, this guide will be a valuable
... Leer más
Complex, Intelligent and Software Intensive Systems

Proceedings of the 19th International Conference on Complex, Intelligent, and Software Intensive Systems (CISIS-2025), Volume 2

Edición de Leonard Barolli, Tomoya Enokido, Isaac Woungang ...

Series series Springer Nature Proceedings excluding Computer Science
Software intensive systems are systems which heavily interact with other systems, sensors, actuators, devices, other software systems and users. More and more domains are involved with software intensive systems, e.g., automotive systems, telecommunication systems, embedded systems in general, industrial automation systems and business applications. Moreover, the outcome of web services delivers a ... Leer más

$224.09 USD

Software intensive systems are systems which heavily interact with other systems, sensors, actuators, devices, other software systems and users. More and more domains are involved with software intensive systems, e.g., automotive systems, telecommunication systems, embedded systems in general, industrial automation systems and business applications. Moreover, the outcome of web services delivers a
... Leer más
SQL Server From Novice to Professional

de Frank Semeraro ...

This is the only book you need to learn SQL.This book contains everything you need to know to write efficient SQL queries, backup and restore database and create database diagrams. This is a hands on tutorial in SQL which takes you from Novice to Professional.There is no prerequisite for this course except the desire to learn and practice. People with little or no knowledge of SQL will quickly ... Leer más

$9.99 USD o gratis con Kobo Plus

This is the only book you need to learn SQL.This book contains everything you need to know to write efficient SQL queries, backup and restore database and create database diagrams. This is a hands on tutorial in SQL which takes you from Novice to Professional.There is no prerequisite for this course except the desire to learn and practice. People with little or no knowledge of SQL will quickly
... Leer más
Learn SAP FICO in 24 Hours

de Alex Nordeen ...

Real-time financial information helps the organization to take important decisions. SAP FICO is a complete financial management ERP solution that integrates the accounting side of business. Most SAP consultants find difficult how and what part of the business process they should bring under SAP FICO. This e-book can actually act as a demo for them, where they will learn to integrate the important ... Leer más

$9.99 USD

Real-time financial information helps the organization to take important decisions. SAP FICO is a complete financial management ERP solution that integrates the accounting side of business. Most SAP consultants find difficult how and what part of the business process they should bring under SAP FICO. This e-book can actually act as a demo for them, where they will learn to integrate the important
... Leer más
Statistical Tableau

How to Use Statistical Models and Decision Science in Tableau

de Ethan Lang ...

In today's data-driven world, understanding statistical models is crucial for effective analysis and decision making. Whether you're a beginner or an experienced user, this book equips you with the foundational knowledge to grasp and implement statistical models within Tableau. Gain the confidence to speak fluently about the models you employ, driving adoption of your insights and analysis across ... Leer más

$36.79 USD

In today's data-driven world, understanding statistical models is crucial for effective analysis and decision making. Whether you're a beginner or an experienced user, this book equips you with the foundational knowledge to grasp and implement statistical models within Tableau. Gain the confidence to speak fluently about the models you employ, driving adoption of your insights and analysis across
... Leer más
Data Mining and Analytics

Ultimate Guide to the Basics of Data Mining, Analytics and Metrics

de Alex Campbell ...

Are you curious about data mining and analytics? Have you ever wondered how the world is filled with so much data and what is it used for? Do you wonder how companies use data to improve their revenue and steer themselves toward the path of success? Would you like to know why data is a new currency and companies invest so much to extract, store, and process data? Do you want to know how businesses ... Leer más

$3.95 USD o gratis con Kobo Plus

Are you curious about data mining and analytics? Have you ever wondered how the world is filled with so much data and what is it used for? Do you wonder how companies use data to improve their revenue and steer themselves toward the path of success? Would you like to know why data is a new currency and companies invest so much to extract, store, and process data? Do you want to know how businesses
... Leer más
STEP BY STEP TUTORIAL: JAVA/MYSQL With Object-Oriented Programming Using Apache NetBeans IDE PART 3

de Vivian Siahaan, Rismon Hasiholan Sianipar ...

The sakila database consists of 15 tables including film, film_category, actor, customer, rental, payment and inventory among others. The sakila sample database, which is a fictitious database designed to represent a DVD rental store, is intended to provide a standard schema that can be used for examples in books, tutorials, articles, samples, and so forth.Our books, part 1 and part 2, had been ... Leer más

$5.99 USD

The sakila database consists of 15 tables including film, film_category, actor, customer, rental, payment and inventory among others. The sakila sample database, which is a fictitious database designed to represent a DVD rental store, is intended to provide a standard schema that can be used for examples in books, tutorials, articles, samples, and so forth.Our books, part 1 and part 2, had been
... Leer más
OBJECT-ORIENTED PROGRAMMING APPROACH TO LEARNING JDBC AND SQLITE USING APACHE NETBEANS IDE

de Vivian Siahaan ...

In this book, you will develop step by step tutorial object-oriented programming with Java GUI and SQLite database using NetBeans IDE to implement all tables in chinook database. In this project, we use SQLite sample database named chinook. The chinook sample database is a good database for practicing with SQL, especially SQLite.There are 11 tables in the chinook sample database: employee table ... Leer más

$11.99 USD

In this book, you will develop step by step tutorial object-oriented programming with Java GUI and SQLite database using NetBeans IDE to implement all tables in chinook database. In this project, we use SQLite sample database named chinook. The chinook sample database is a good database for practicing with SQL, especially SQLite.There are 11 tables in the chinook sample database: employee table
... Leer más

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