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Data Governance with AI - Volume 2: Auditing Data Models, Practices, and Regulations
Paperback
Series: Artificial Intelligence and the Power of Data, Book 29
Please select the version of book you would like to purchase.
ISBN13: 9798344279343
Publisher: Independently Published
Published: Oct 24 2024
Pages: 92
Weight: 0.30
Height: 0.19 Width: 6.00 Depth: 9.00
Language: English
Publisher: Independently Published
Published: Oct 24 2024
Pages: 92
Weight: 0.30
Height: 0.19 Width: 6.00 Depth: 9.00
Language: English
Data Governance with AI - Volume 2: Auditing Data Models, Practices, and Regulations is an indispensable guide for any professional looking to navigate the AI universe safely and effectively. This book explores the fundamental practices to ensure that the data models that underpin AI are free of biases, inconsistencies, and risks that could compromise their operations. With a practical and accessible approach, it gives readers an in-depth understanding of the tools and methodologies needed to create robust and auditable data governance. What you will find in this book: - Structuring correct data models, ensuring integrity and accuracy
- Data sanitation practices, eliminating errors and inconsistencies
- Methods to avoid bias in data and ensure ethical and unbiased decisions
- Auditing of data models, including audit trails and practical examples
- Best practices for functional and non-functional governance requirements
- Business rules, validation and calculation applied to data management
- Analysis of real cases, including audits carried out by leading technology companies, such as Google
- International standards and regulations guiding the ethical use of AI and data What you will get from this book: - Complete understanding of how to create and audit data models that underpin AI systems
- Practical skills to apply data governance best practices in your organization
- Tools to identify and mitigate biases in your data, promoting fair decisions
- Mastery of global regulations on the use of AI and data protection
- Knowledge to ensure compliance of your processes with security and privacy standards
- Ability to apply effective audits in complex environments, ensuring transparency and integrity Who this book is for: - Data scientists and engineers who want to improve their knowledge of data models and their governance
- Auditors and IT managers who need to ensure the compliance and integrity of AI systems
- Compliance and data security consultants seeking guidance on international regulations
- Business professionals who want to implement AI ethically and effectively while avoiding legal and reputational risks This book is not just a technical guide; is a strategic resource for professionals who want to not only keep up with but lead the AI revolution, ensuring that their operations are safe, ethical, and aligned with global best practices. However, this is just one step in an essential journey in the field of artificial intelligence. This volume is part of a larger collection, Artificial Intelligence: The Power of Data, which explores, in depth, different aspects of AI and data science. The other volumes address equally crucial topics, such as the integration of AI systems, predictive analytics, and the use of advanced algorithms for decision-making. By purchasing and reading the other books in the collection, you will have a holistic and deep view that will allow you not only to optimize data governance, but also to enhance the impact of artificial intelligence on your operations. Invest in your career and the future of your company. Explore the power of data now and discover how AI can transform the way you do business. Get your copy and start this transformation today! About the author.Prof. Marcão, with extensive experience in information technology and marketing, works as a business consultant, career mentor and content producer. Author of 150 books, he uses innovative methodologies for efficient projects, contributing to business and personal development. About the author.
Prof. Marcão, with extensive experience in information technology and marketing, works as a business consultant, career mentor and content producer. Author of 150 books, he uses innovative methodologies for efficient projects, contributing to business and personal development.
- Methods to avoid bias in data and ensure ethical and unbiased decisions
- Auditing of data models, including audit trails and practical examples
- Best practices for functional and non-functional governance requirements
- Business rules, validation and calculation applied to data management
- Analysis of real cases, including audits carried out by leading technology companies, such as Google
- International standards and regulations guiding the ethical use of AI and data What you will get from this book: - Complete understanding of how to create and audit data models that underpin AI systems
- Practical skills to apply data governance best practices in your organization
- Tools to identify and mitigate biases in your data, promoting fair decisions
- Mastery of global regulations on the use of AI and data protection
- Knowledge to ensure compliance of your processes with security and privacy standards
- Ability to apply effective audits in complex environments, ensuring transparency and integrity Who this book is for: - Data scientists and engineers who want to improve their knowledge of data models and their governance
- Auditors and IT managers who need to ensure the compliance and integrity of AI systems
- Compliance and data security consultants seeking guidance on international regulations
- Business professionals who want to implement AI ethically and effectively while avoiding legal and reputational risks This book is not just a technical guide; is a strategic resource for professionals who want to not only keep up with but lead the AI revolution, ensuring that their operations are safe, ethical, and aligned with global best practices. However, this is just one step in an essential journey in the field of artificial intelligence. This volume is part of a larger collection, Artificial Intelligence: The Power of Data, which explores, in depth, different aspects of AI and data science. The other volumes address equally crucial topics, such as the integration of AI systems, predictive analytics, and the use of advanced algorithms for decision-making. By purchasing and reading the other books in the collection, you will have a holistic and deep view that will allow you not only to optimize data governance, but also to enhance the impact of artificial intelligence on your operations. Invest in your career and the future of your company. Explore the power of data now and discover how AI can transform the way you do business. Get your copy and start this transformation today! About the author.Prof. Marcão, with extensive experience in information technology and marketing, works as a business consultant, career mentor and content producer. Author of 150 books, he uses innovative methodologies for efficient projects, contributing to business and personal development. About the author.
Prof. Marcão, with extensive experience in information technology and marketing, works as a business consultant, career mentor and content producer. Author of 150 books, he uses innovative methodologies for efficient projects, contributing to business and personal development.
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