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Improve business decisions and AI outcomes by learning practical data quality management, from rules and profiling to cleansing, governance, and AI-assisted monitoring.Key FeaturesAssess datasets using accuracy, completeness, validity, uniqueness, timeliness, and consistencyBuild data quality rules, profiling checks, and cleansing workflows with ChatGPT and CopilotCreate governance-ready reports, ... Read more

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Improve business decisions and AI outcomes by learning practical data quality management, from rules and profiling to cleansing, governance, and AI-assisted monitoring.Key FeaturesAssess datasets using accuracy, completeness, validity, uniqueness, timeliness, and consistencyBuild data quality rules, profiling checks, and cleansing workflows with ChatGPT and CopilotCreate governance-ready reports,
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從 CSV、JSON 到 Protobuf、Parquet：打造跨平台、可驗證、可演進的資料契約

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資料能被解析，不代表它仍然正確。從前導零、空值、時區與金額精度，到 API 契約、事件版本、個資安全與 Parquet 分析層，《資料格式工程學》帶你理解格式如何改變系統對資料的解讀。本書涵蓋 CSV、JSON、YAML、XML、Avro、Protobuf、Parquet 與 ORC，並以可執行的 HappyShop 案例，示範如何建立跨平台、可驗證、可演進的資料契約。 ... Read more

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資料能被解析，不代表它仍然正確。從前導零、空值、時區與金額精度，到 API 契約、事件版本、個資安全與 Parquet 分析層，《資料格式工程學》帶你理解格式如何改變系統對資料的解讀。本書涵蓋 CSV、JSON、YAML、XML、Avro、Protobuf、Parquet 與 ORC，並以可執行的 HappyShop 案例，示範如何建立跨平台、可驗證、可演進的資料契約。
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Garbage Out / Garbage In: The Rise of Agentic AI and the Crisis of Information Integrity

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Garbage Out - Garbage In: The Rise of Agentic AI and the Crisis of Information Integrity is a timely warning and practical guide for anyone trying to understand what happens when generative and agentic AI systems begin producing, consuming, and trusting their own outputs. Written from the perspective of a seasoned project management and digital transformation professional, the book reframes the ... Read more

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Big Data Analytics and Data Science

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As the amount of data generated and collected continues to grow exponentially, the field of Big Data Analytics and Data Science has become increasingly important in various industries. This book provides a comprehensive overview of the current and emerging trends in the field, with a focus on the future of Big Data Analytics and Data Science.Starting with an introduction to the basics of Big Data ... Read more

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As the amount of data generated and collected continues to grow exponentially, the field of Big Data Analytics and Data Science has become increasingly important in various industries. This book provides a comprehensive overview of the current and emerging trends in the field, with a focus on the future of Big Data Analytics and Data Science.Starting with an introduction to the basics of Big Data
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Series Book 2 - Data as a Product
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Data mining is the art of discovering patterns, trends, and relationships buried deep within complex data. With the exponential growth of data in today's digital age, mastering data mining has become a critical skill for individuals and organizations alike. This book serves as your essential roadmap, providing a clear and accessible introduction to the core principles, techniques, and applications
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Series Book 3 - Big Data as a Product 3 in 1
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"Fundamentals of Data Engineering: Building Robust Data Systems for Modern Analytics and Insights" is an essential guide for aspiring and experienced data engineers alike, providing a comprehensive overview of the principles, techniques, and technologies involved in designing and maintaining robust data systems.In today's data-driven world, organizations heavily rely on data engineering to
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Mapping Experiences

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It's not the map. It's the mapping.Organizations struggle to improve customer experiences when they focus on internal processes over people's needs. Visualizing experiences helps teams gain an outside-in view of the business, but maps alone don't provide magic answers. The real value is in mapping as a process: the conversations, analysis, and activation that turn insights into action. As data and
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Series series Série Universitária
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Data as a Product

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Human Aspects in Ambient Intelligence

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Series series Computer Science (R0)
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Knowledge Representation for Health Care

HEC 2016 International Joint Workshop, KR4HC/ProHealth 2016, Munich, Germany, September 2, 2016, Revised Selected Papers

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Series series Springer Nature Proceedings Computer Science
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Series series Springer Nature Proceedings Computer Science
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Foundations of Information and Knowledge Systems

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Edited by Andreas Herzig, Juha Kontinen ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the 11th International Symposium on Foundations of Information and Knowledge Systems, FoIKS 2020, held in Dortmund, Germany, in February 2020.The 19 revised full papers presented were carefully reviewed and selected from 33 submissions. The papers address various topics such as big data; database design; dynamics of information; information fusion; ... Read more

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This book constitutes the refereed proceedings of the 11th International Symposium on Foundations of Information and Knowledge Systems, FoIKS 2020, held in Dortmund, Germany, in February 2020.The 19 revised full papers presented were carefully reviewed and selected from 33 submissions. The papers address various topics such as big data; database design; dynamics of information; information fusion;
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Data Engineering Guide for Beginners

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Data engineering is the discipline focused on designing, building, and maintaining the infrastructure and systems that enable the collection, storage, and processing of large volumes of data. In a world where data is a critical asset for decision-making, data engineers play a vital role in ensuring that data flows seamlessly from various sources to data consumers, including analysts, data ... Read more

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Data engineering is the discipline focused on designing, building, and maintaining the infrastructure and systems that enable the collection, storage, and processing of large volumes of data. In a world where data is a critical asset for decision-making, data engineers play a vital role in ensuring that data flows seamlessly from various sources to data consumers, including analysts, data
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Neural Networks for Beginners

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Embark on an enlightening journey into the fascinating world of neural networks with "Neural Networks for Beginners: A Journey Through the World of Artificial Intelligence." This comprehensive guide is meticulously crafted for absolute beginners, offering a gentle introduction to the complex and intriguing domain of artificial intelligence (AI) through the lens of neural networks.With no prior
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Data Lake

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“Data Lake: Strategies and Best Practices for Storing, Managing, and Analyzing Big Data” is a comprehensive guide to understanding and implementing a data lake architecture. With the increasing volume, velocity, and variety of data being generated, organizations need to be able to store and analyze large amounts of data to gain insights and make informed decisions.This book covers the key concepts
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A Practical Guide to Verilog-A

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Series series Professional and Applied Computing (R0)
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Discover how Verilog-A is particularly designed to describe behavior and connectivity of circuits and system components for analog SPICE-class simulators, or for continuous time (SPICE-based) kernels in Verilog-AMS simulators. With continuous updates since it’s release 30 years ago, this practical guide provides a comprehensive foundation and understanding to the modeling language in its most
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User Research with Kids

How to Effectively Conduct Research with Participants Aged 3-16

by Thomas Visby Snitker ...

Series series Professional and Applied Computing (R0)
If you are a designer, producer, marketer, or researcher creating products for children, it is essential that you are aware of the key differences between children and adults when it comes to user journeys. While children might speak the same language as adult users, what they are actually communicating can be completely different. User Research with Kids explores these differences and more.Author ... Read more

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If you are a designer, producer, marketer, or researcher creating products for children, it is essential that you are aware of the key differences between children and adults when it comes to user journeys. While children might speak the same language as adult users, what they are actually communicating can be completely different. User Research with Kids explores these differences and more.Author
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Spring REST

Building Java Microservices and Cloud Applications

by Balaji Varanasi, Maxim Bartkov ...

Series series Professional and Applied Computing (R0)
Design and develop Java-based RESTful APIs using the latest versions of the Spring MVC and Spring Boot frameworks. This book walks you through the process of designing and building a REST application while delving into design principles and best practices for versioning, security, documentation, error handling, paging, and sorting.Spring REST provides a brief introduction to REST, HTTP, and web ... Read more

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Design and develop Java-based RESTful APIs using the latest versions of the Spring MVC and Spring Boot frameworks. This book walks you through the process of designing and building a REST application while delving into design principles and best practices for versioning, security, documentation, error handling, paging, and sorting.Spring REST provides a brief introduction to REST, HTTP, and web
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Beginning Data Science in R 4

Data Analysis, Visualization, and Modelling for the Data Scientist

by Thomas Mailund ...

Series series Professional and Applied Computing (R0)
Discover best practices for data analysis and software development in R and start on the path to becoming a fully-fledged data scientist. Updated for the R 4.0 release, this book teaches you techniques for both data manipulation and visualization and shows you the best way for developing new software packages for R.Beginning Data Science in R 4, Second Edition details how data science is a ... Read more

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Metaverse in the Healthcare Industry

Potential Applications, Tools, and Techniques

Edited by Hemachandran Kannan, Shahid Mohammad Ganie, Raul Villamarin Rodriguez, Manjeet Rege, Suresh Babu Munuswamy ...

Metaverse in the Healthcare Industry: Potential Applications, Tools, and Techniques explores the intersection of rapidly evolving metaverse technology and its implications for the healthcare sector. The book provides a comprehensive overview of virtual and augmented reality, artificial intelligence, and other immersive technologies that have gained significant attention within the context of the ... Read more

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Innovative Learning Environments in STEM Higher Education

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Edited by Jungwoo Ryoo, Kurt Winkelmann ...

Series series Mathematics and Statistics (R0)
As explored in this open access book, higher education in STEM fields is influenced by many factors, including education research, government and school policies, financial considerations, technology limitations, and acceptance of innovations by faculty and students. In 2018, Drs. Ryoo and Winkelmann explored the opportunities, challenges, and future research initiatives of innovative learning ... Read more

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As explored in this open access book, higher education in STEM fields is influenced by many factors, including education research, government and school policies, financial considerations, technology limitations, and acceptance of innovations by faculty and students. In 2018, Drs. Ryoo and Winkelmann explored the opportunities, challenges, and future research initiatives of innovative learning
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Johan van Benthem on Logic and Information Dynamics

Edited by Alexandru Baltag, Sonja Smets ...

Series series Philosophy and Religion (R0)
This book illustrates the program of Logical-Informational Dynamics. Rational agents exploit the information available in the world in delicate ways, adopt a wide range of epistemic attitudes, and in that process, constantly change the world itself. Logical-Informational Dynamics is about logical systems putting such activities at center stage, focusing on the events by which we acquire ... Read more

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This book illustrates the program of Logical-Informational Dynamics. Rational agents exploit the information available in the world in delicate ways, adopt a wide range of epistemic attitudes, and in that process, constantly change the world itself. Logical-Informational Dynamics is about logical systems putting such activities at center stage, focusing on the events by which we acquire
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Data Quality Management with AI

資料格式工程學

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Mapping Experiences

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