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Engenharia de Software para Ciência de Dados

Um guia de boas práticas com ênfase na construção de sistemas de Machine Learning em Python

de Marcos Kalinowski, Tatiana Escovedo, Hugo Villamizar, Hélio Lopes ...

Livro finalista do prêmio Jabuti Acadêmico 2024. Os avanços recentes na área de Ciência de Dados - em especial em Machine Learning - têm tornado viável e de relevância prática novas soluções de software, que podem aprender a partir de dados e realizar predições inteligentes. Entretanto, para que esses sistemas tenham sucesso, devem ser construídos considerando as boas práticas da área de ... Leer más

$12.99 USD o gratis con Kobo Plus

Livro finalista do prêmio Jabuti Acadêmico 2024. Os avanços recentes na área de Ciência de Dados - em especial em Machine Learning - têm tornado viável e de relevância prática novas soluções de software, que podem aprender a partir de dados e realizar predições inteligentes. Entretanto, para que esses sistemas tenham sucesso, devem ser construídos considerando as boas práticas da área de
... Leer más
Practical Data Quality

Learn practical, real-world strategies to transform the quality of data in your organization

de Robert Hawker ...

Identify data quality issues, leverage real-world examples and templates to drive change, and unlock the benefits of improved data in processes and decision-makingKey FeaturesGet a practical explanation of data quality concepts and the imperative for change when data is poorGain insights into linking business objectives and data to drive the right data quality prioritiesExplore the data quality ... Leer más

$28.99 USD o gratis con Kobo Plus

Identify data quality issues, leverage real-world examples and templates to drive change, and unlock the benefits of improved data in processes and decision-makingKey FeaturesGet a practical explanation of data quality concepts and the imperative for change when data is poorGain insights into linking business objectives and data to drive the right data quality prioritiesExplore the data quality
... Leer más
Data Wrangling with SQL

de Kimberly Seefeld ...

Data Wrangling with SQL is a hands-on textbook designed to help students develop the practical skills needed to prepare real-world data for analysis. Because most data arrives incomplete, inconsistent, or poorly structured, data wrangling is often the most time-consuming and critical phase of the analytics process.Using clear explanations, business-focused examples, and guided exercises, students ... Leer más

$44.99 USD

Data Wrangling with SQL is a hands-on textbook designed to help students develop the practical skills needed to prepare real-world data for analysis. Because most data arrives incomplete, inconsistent, or poorly structured, data wrangling is often the most time-consuming and critical phase of the analytics process.Using clear explanations, business-focused examples, and guided exercises, students
... Leer más
Overview of the Sociolinguistic Context of the Dongxiang Language

de Julie Lefort ...

Series Libro 77 - Łódź Studies in Language
This book aims at questioning the relationship between language and identity through the description of the sociolinguistic environment of the Dongxiang language, an under-studied Mongolic language spoken by the Dongxiang people in Southern Gansu, China. We will try to understand how, through interaction between the Dongxiang people and their neighbouring Hui communities, and their relationship to ... Leer más

$51.29 USD

This book aims at questioning the relationship between language and identity through the description of the sociolinguistic environment of the Dongxiang language, an under-studied Mongolic language spoken by the Dongxiang people in Southern Gansu, China. We will try to understand how, through interaction between the Dongxiang people and their neighbouring Hui communities, and their relationship to
... Leer más
Mastering Machine Learning with R

Advanced prediction, algorithms, and learning methods with R 3.x

de Cory Lesmeister, Doug Ortiz, Vikram Dhillon, Miroslav Kopecky ...

Master machine learning techniques with R to deliver insights in complex projectsKey Features\[\*\] Understand and apply machine learning methods using an extensive set of R packages such as XGBOOST\[\*\] Understand the benefits and potential pitfalls of using machine learning methods such as Multi-Class Classification and Unsupervised Learning\[\*\] Implement advanced concepts in machine learning ... Leer más

$41.99 USD o gratis con Kobo Plus

Master machine learning techniques with R to deliver insights in complex projectsKey Features\[\*\] Understand and apply machine learning methods using an extensive set of R packages such as XGBOOST\[\*\] Understand the benefits and potential pitfalls of using machine learning methods such as Multi-Class Classification and Unsupervised Learning\[\*\] Implement advanced concepts in machine learning
... Leer más
Hands-On Exploratory Data Analysis with R

Become an expert in exploratory data analysis using R packages

de Radhika Datar, Harish Garg ...

Learn exploratory data analysis concepts using powerful R packages to enhance your R data analysis skillsKey FeaturesSpeed up your data analysis projects using powerful R packages and techniquesCreate multiple hands-on data analysis projects using real-world dataDiscover and practice graphical exploratory analysis techniques across domainsBook DescriptionHands-On Exploratory Data Analysis with R ... Leer más

$22.99 USD o gratis con Kobo Plus

Learn exploratory data analysis concepts using powerful R packages to enhance your R data analysis skillsKey FeaturesSpeed up your data analysis projects using powerful R packages and techniquesCreate multiple hands-on data analysis projects using real-world dataDiscover and practice graphical exploratory analysis techniques across domainsBook DescriptionHands-On Exploratory Data Analysis with R
... Leer más
Data Engineering with Google Cloud Platform

A practical guide to operationalizing scalable data analytics systems on GCP

de Adi Wijaya ...

Build and deploy your own data pipelines on GCP, make key architectural decisions, and gain the confidence to boost your career as a data engineerKey FeaturesUnderstand data engineering concepts, the role of a data engineer, and the benefits of using GCP for building your solutionLearn how to use the various GCP products to ingest, consume, and transform data and orchestrate pipelinesDiscover tips ... Leer más

$53.99 USD o gratis con Kobo Plus

Build and deploy your own data pipelines on GCP, make key architectural decisions, and gain the confidence to boost your career as a data engineerKey FeaturesUnderstand data engineering concepts, the role of a data engineer, and the benefits of using GCP for building your solutionLearn how to use the various GCP products to ingest, consume, and transform data and orchestrate pipelinesDiscover tips
... Leer más
Visual Reasoning in Science, Engineering, and the Humanities

Expert Culture for the Challenges of the Future, Volume 2

Edición de Daria Bylieva, Dong Luo, Alfred Nordmann ...

Series series Springer Nature Proceedings excluding Computer Science
This book investigate visualization practices conceptually, historically, and strategically, showing what visual thinking can achieve especially in professional training and educational contexts. For a long time, science and education were dominated by the word. What mattered were written texts, mathematical formulae, and verbalizations. And yet, similes, metaphors, illustrations, diagrams, and ... Leer más

$197.09 USD

This book investigate visualization practices conceptually, historically, and strategically, showing what visual thinking can achieve especially in professional training and educational contexts. For a long time, science and education were dominated by the word. What mattered were written texts, mathematical formulae, and verbalizations. And yet, similes, metaphors, illustrations, diagrams, and
... Leer más
Smart Business and Technologies

Proceeding of the International Conference on Smart Business and Technologies (ICSBT’24)

Edición de Souad Najoua Lagmiri, Mohamed Lazaar, Fouad Mohammed Amine ...

Series series Springer Nature Proceedings excluding Computer Science
This book covers the theory, applications, and viewpoints on the most recent and upcoming advancements in the fields of complex processes, decision-making, control, and systems and networks. In the well-known lecture notes in networks and systems series, "Smart Business and Technologies" is the most recent entry. The cutting-edge research presented at the International Conference on Smart Business ... Leer más

$269.09 USD

This book covers the theory, applications, and viewpoints on the most recent and upcoming advancements in the fields of complex processes, decision-making, control, and systems and networks. In the well-known lecture notes in networks and systems series, "Smart Business and Technologies" is the most recent entry. The cutting-edge research presented at the International Conference on Smart Business
... Leer más
Trends in Artificial Intelligence, and Computer Engineering

Proceedings of ICAETT 2025, Volume 1

Edición de Miguel Botto Tobar, Omar S. Gómez, Raúl Lozada, Angela Díaz Cadena, Rajit Nair, Washington Luna-Encalada ...

Series series Springer Nature Proceedings excluding Computer Science
This book constitutes the proceedings of the 7th International Conference on Advances in Emerging Trends and Technologies (ICAETT 2025), held in Riobamba, Ecuador, on 16–17 October 2024, proudly organized by Facultad de Informática y Electrónica (FIE) at Escuela Superior Politécnica de Chimborazo and supported by GDEON. ICAETT 2025 brings together top researchers and practitioners working in ... Leer más

$197.09 USD

This book constitutes the proceedings of the 7th International Conference on Advances in Emerging Trends and Technologies (ICAETT 2025), held in Riobamba, Ecuador, on 16–17 October 2024, proudly organized by Facultad de Informática y Electrónica (FIE) at Escuela Superior Politécnica de Chimborazo and supported by GDEON. ICAETT 2025 brings together top researchers and practitioners working in
... Leer más
Cyber Security Intelligence and Analytics

The 6th International Conference on Cyber Security Intelligence and Analytics (CSIA 2024), Volume 2

Edición de Zheng Xu, Saed Saleh Al Rabaee, Octavio Loyola-González, Nurul Hidayah Ab Rahman ...

Series series Springer Nature Proceedings excluding Computer Science
This book delves into the latest advancements and innovations in big data analytics as applied to cyber-physical systems within smart city frameworks. Key themes include the integration of IoT, AI, and machine learning for enhanced urban management, sustainable development, and improved quality of life. The book showcases cutting-edge research, practical case studies, and expert insights, making ... Leer más

$215.09 USD

This book delves into the latest advancements and innovations in big data analytics as applied to cyber-physical systems within smart city frameworks. Key themes include the integration of IoT, AI, and machine learning for enhanced urban management, sustainable development, and improved quality of life. The book showcases cutting-edge research, practical case studies, and expert insights, making
... Leer más
Emerging Challenges in Intelligent Management Information Systems

Proceedings of 27th European Conference on Artificial Intelligence ECAI 2024 - IMIS Workshop. Volume 2

Edición de Marcin Hernes, Jaroslaw Wątróbski, Artur Rot ...

Series series Springer Nature Proceedings excluding Computer Science
This book contains the second volume of proceedings of the ECAI 2024 Workshop on Intelligent Management Information Systems (IMIS 2024). IMIS 2024 was part of the 27th European Conference on Artificial Intelligence ECAI 2024, held in Santiago de Compostela from October 19, 2024, to October 24, 2024.The book discusses emerging challenges related to implementing artificial intelligence in management ... Leer más

$224.09 USD

This book contains the second volume of proceedings of the ECAI 2024 Workshop on Intelligent Management Information Systems (IMIS 2024). IMIS 2024 was part of the 27th European Conference on Artificial Intelligence ECAI 2024, held in Santiago de Compostela from October 19, 2024, to October 24, 2024.The book discusses emerging challenges related to implementing artificial intelligence in management
... Leer más
The Impact of Artificial Intelligence on Finance: Transforming Financial Technologies

Edición de Shashi Kant Gupta, Joanna Rosak-Szyrocka, Ravinder Rena, Chin-Shiuh Shieh, Gül Erkol Bayram ...

Series series Economics and Finance (R0)
This book discovers how artificial intelligence is revolutionizing the financial sector with cutting-edge insights and practical applications. This book delves into the transformative power of AI, exploring its role in enhancing customer experiences, improving security, and driving predictive analytics. By integrating emerging technologies like blockchain and quantum computing, it offers a ... Leer más

$179.09 USD

This book discovers how artificial intelligence is revolutionizing the financial sector with cutting-edge insights and practical applications. This book delves into the transformative power of AI, exploring its role in enhancing customer experiences, improving security, and driving predictive analytics. By integrating emerging technologies like blockchain and quantum computing, it offers a
... Leer más
Management, Tourism and Smart Technologies

ICMTT 2023 Volume 1

Edición de Carlos Montenegro, Álvaro Rocha, Juan Manuel Cueva Lovelle ...

Series series Springer Nature Proceedings excluding Computer Science
This book presents advances in the research of various entities in the world, which are working on the application of technology or management in tourism. Indeed, one of the sectors hardest hit by the pandemic was tourism, likewise one of the post-pandemic effects is the rapid recovery of the sector, but more importantly is the great innovation that has occurred in marketing strategies for tourism ... Leer más

$215.09 USD

This book presents advances in the research of various entities in the world, which are working on the application of technology or management in tourism. Indeed, one of the sectors hardest hit by the pandemic was tourism, likewise one of the post-pandemic effects is the rapid recovery of the sector, but more importantly is the great innovation that has occurred in marketing strategies for tourism
... Leer más
Technologies in a Multilingual Environment

XXII Professional Culture of the Specialist of the Future

Edición de Daria Bylieva, Alfred Nordmann ...

Series series Springer Nature Proceedings excluding Computer Science
The book addresses the challenge of living in a multilingual world from three perspectives: socio-linguistics and the study of multilingualism in contrast, philosophy of technology with its emphasis on the world as a technosphere—how it is made, how it is experienced, and how it can be managed, and then pedagogy and the question of teaching and learning to competently negotiate multilingual ... Leer más

$215.09 USD

The book addresses the challenge of living in a multilingual world from three perspectives: socio-linguistics and the study of multilingualism in contrast, philosophy of technology with its emphasis on the world as a technosphere—how it is made, how it is experienced, and how it can be managed, and then pedagogy and the question of teaching and learning to competently negotiate multilingual
... Leer más
Sustainable Finance, Digitalization and the Role of Technology

Proceedings of The International Conference on Business and Technology (ICBT 2021)

Edición de Bahaaeddin Alareeni, Allam Hamdan ...

Series series Springer Nature Proceedings excluding Computer Science
This book constitutes the refereed proceedings of the International Conference on Business and Technology (ICBT2021) organized by EuroMid Academy of Business & Technology (EMABT), held in Istanbul, between 06–07 November 2021.In response to the call for papers for ICBT2021, 485 papers were submitted for presentation and ‎inclusion in the proceedings of the conference. After a careful blind ... Leer más

$287.09 USD

This book constitutes the refereed proceedings of the International Conference on Business and Technology (ICBT2021) organized by EuroMid Academy of Business & Technology (EMABT), held in Istanbul, between 06–07 November 2021.In response to the call for papers for ICBT2021, 485 papers were submitted for presentation and ‎inclusion in the proceedings of the conference. After a careful blind
... Leer más
Proceedings of the 15th International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI 2023)

Volume 1

Edición de José Bravo, Gabriel Urzáiz ...

Series series Springer Nature Proceedings excluding Computer Science
This book serves as a comprehensive compilation of groundbreaking research endeavors within the realms of ambient intelligence and ubiquitous computing. These initiatives are pivotal in enabling both researchers and practitioners to discern recent breakthroughs and emerging frontiers in these fields. Encompassing a wide array of domains, including Ambient Active and Assisted Living (A3L), the ... Leer más

$269.09 USD

This book serves as a comprehensive compilation of groundbreaking research endeavors within the realms of ambient intelligence and ubiquitous computing. These initiatives are pivotal in enabling both researchers and practitioners to discern recent breakthroughs and emerging frontiers in these fields. Encompassing a wide array of domains, including Ambient Active and Assisted Living (A3L), the
... Leer más
Data Analytics in e-Learning: Approaches and Applications

Edición de Marian Cristian Mihăescu ...

Series series Intelligent Technologies and Robotics (R0)
This book focuses on research and development aspects of building data analytics workflows that address various challenges of e-learning applications.This book represents a guideline for building a data analysis workflow from scratch. Each chapter presents a step of the entire workflow, starting from an available dataset and continuing with building interpretable models, enhancing models, and ... Leer más

$152.09 USD

This book focuses on research and development aspects of building data analytics workflows that address various challenges of e-learning applications.This book represents a guideline for building a data analysis workflow from scratch. Each chapter presents a step of the entire workflow, starting from an available dataset and continuing with building interpretable models, enhancing models, and
... Leer más
Advanced Techniques of Artificial Intelligence in IT Security Systems

de Marcin Korytkowski ...

Series series Intelligent Technologies and Robotics (R0)
The book explores how modern technologies, including artificial intelligence and neural networks, are being used to enhance cybersecurity. In today's world, the development of the Internet is nothing short of transformative, affecting every aspect of our lives. Ensuring the safety of its users is a paramount concern, and it requires a diverse set of disciplines to address. Researchers from various ... Leer más

$143.09 USD

The book explores how modern technologies, including artificial intelligence and neural networks, are being used to enhance cybersecurity. In today's world, the development of the Internet is nothing short of transformative, affecting every aspect of our lives. Ensuring the safety of its users is a paramount concern, and it requires a diverse set of disciplines to address. Researchers from various
... Leer más
Data Engineering and Intelligent Computing

Proceedings of 5th ICICC 2021, Volume 1

Edición de Vikrant Bhateja, Lai Khin Wee, Jerry Chun-Wei Lin, Suresh Chandra Satapathy, T. M. Rajesh ...

Series series Springer Nature Proceedings excluding Computer Science
This book features a collection of high-quality, peer-reviewed papers presented at the Fifth International Conference on Intelligent Computing and Communication (ICICC 2021) organized by the Department of Computer Science and Engineering and the Department of Computer Science and Technology, Dayananda Sagar University, Bengaluru, India, on 26–27 November 2021. The book is organized in two volumes ... Leer más

$215.09 USD

This book features a collection of high-quality, peer-reviewed papers presented at the Fifth International Conference on Intelligent Computing and Communication (ICICC 2021) organized by the Department of Computer Science and Engineering and the Department of Computer Science and Technology, Dayananda Sagar University, Bengaluru, India, on 26–27 November 2021. The book is organized in two volumes
... Leer más
Data Management, Analytics and Innovation

Proceedings of ICDMAI 2021, Volume 1

Edición de Neha Sharma, Amlan Chakrabarti, Valentina Emilia Balas, Alfred M. Bruckstein ...

Series series Springer Nature Proceedings excluding Computer Science
This book presents the latest findings in the areas of data management and smart computing, machine learning, big data management, artificial intelligence, and data analytics, along with advances in network technologies. The book is a collection of peer-reviewed research papers presented at Fifth International Conference on Data Management, Analytics and Innovation (ICDMAI 2021), held during ... Leer más

$215.09 USD

This book presents the latest findings in the areas of data management and smart computing, machine learning, big data management, artificial intelligence, and data analytics, along with advances in network technologies. The book is a collection of peer-reviewed research papers presented at Fifth International Conference on Data Management, Analytics and Innovation (ICDMAI 2021), held during
... Leer más
Why Data Culture Matters

Tips, Tricks and Games for Fostering a Successful Data Strategy in Your Organisation

de Marion Shaw ...

In today’s digital era, organisations are investing billions in data technologies, advanced analytics, and artificial intelligence. Yet, despite this technological progress, many data strategies fail to deliver their promised value. Why? Because the greatest challenge in becoming truly data-driven is not technical, it’s cultural.Combining practical advice with cultural insight, this book gives ... Leer más

$35.99 USD

In today’s digital era, organisations are investing billions in data technologies, advanced analytics, and artificial intelligence. Yet, despite this technological progress, many data strategies fail to deliver their promised value. Why? Because the greatest challenge in becoming truly data-driven is not technical, it’s cultural.Combining practical advice with cultural insight, this book gives
... Leer más
Foundations for Architecting Data Solutions

Managing Successful Data Projects

de Ted Malaska, Jonathan Seidman ...

While many companies ponder implementation details such as distributed processing engines and algorithms for data analysis, this practical book takes a much wider view of big data development, starting with initial planning and moving diligently toward execution. Authors Ted Malaska and Jonathan Seidman guide you through the major components necessary to start, architect, and develop successful ... Leer más

$34.99 USD

While many companies ponder implementation details such as distributed processing engines and algorithms for data analysis, this practical book takes a much wider view of big data development, starting with initial planning and moving diligently toward execution. Authors Ted Malaska and Jonathan Seidman guide you through the major components necessary to start, architect, and develop successful
... Leer más
Introdução à computação, ciência de dados e novas tecnologias

de Orlando da Silva Junior ...

Series series Série Universitária
A Série Universitária foi desenvolvida pelo Senac São Paulo com o intuito de preparar profissionais para o mercado de trabalho. Os títulos abrangem diversas áreas, abordando desde conhecimentos teóricos e práticos adequados às exigências profissionais até a formação ética e sólida.Introdução à computação, ciência de dados e novas tecnologias mergulha nas profundezas do universo da informática e da ... Leer más

$5.99 USD

A Série Universitária foi desenvolvida pelo Senac São Paulo com o intuito de preparar profissionais para o mercado de trabalho. Os títulos abrangem diversas áreas, abordando desde conhecimentos teóricos e práticos adequados às exigências profissionais até a formação ética e sólida.Introdução à computação, ciência de dados e novas tecnologias mergulha nas profundezas do universo da informática e da
... Leer más

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