Data Privacy and Data Governance
Concepts and Techniques
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Beschreibung
The book provides a systematic overview of data privacy and data governance from both conceptual and technical perspectives. The first section introduces the fundamentals of data privacy and data governance from a historical and systemic standpoint. Sections two through four focus on large-scale data collection, machine learning, and data ecosystem scenarios, respectively, providing an introduction to their corresponding technical foundations and summarizing key current issues and technological solutions.
This book offers a fresh perspective on data privacy and data governance within the context of the new data ecosystem. It primarily explains technical concepts and algorithms, supplemented by case studies, in a balanced and informative manner. It is intended for both technical professionals seeking information and general readers interested in developing a basic understanding of data privacy and data governance, as well as cultivating data literacy.
The translation was done with the help of artificial intelligence. A subsequent human revision was done primarily in terms of content.
The book provides a systematic overview of data privacy and data governance from both conceptual and technical perspectives. The first section introduces the fundamentals of data privacy and data governance from a historical and systemic standpoint. Sections two through four focus on large-scale data collection, machine learning, and data ecosystem scenarios, respectively, providing an introduction to their corresponding technical foundations and summarizing key current issues and technological solutions.
This book offers a fresh perspective on data privacy and data governance within the context of the new data ecosystem. It primarily explains technical concepts and algorithms, supplemented by case studies, in a balanced and informative manner. It is intended for both technical professionals seeking information and general readers interested in developing a basic understanding of data privacy and data governance, as well as cultivating data literacy.
The translation was done with the help of artificial intelligence. A subsequent human revision was done primarily in terms of content.
Provides a systematic introduction to the concepts and technologies of data privacy and data governance Introduces the concept of the data ecosystem including data privacy, transparency, fairness, and ethical considerations Assists in establishing a solid understanding of data privacy and governance for both professionals and beginners
Autor*in
Xiaofeng Meng
Themen in »Data Privacy and Data Governance«
Data Privacy and Security Data Governance Data Fairness Data Transparency Machine Learning