Building Responsible AI Algorithms: A Framework for Transparency, Fairness, Safety, Privacy, and Robustness
Author:   Toju Duke
Publisher:   APress
Edition:   1st ed.
ISBN:  

9781484293058


Pages:   190
Publication Date:   17 August 2023
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Building Responsible AI Algorithms: A Framework for Transparency, Fairness, Safety, Privacy, and Robustness


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Author:   Toju Duke
Publisher:   APress
Imprint:   APress
Edition:   1st ed.
Weight:   0.326kg
ISBN:  

9781484293058


ISBN 10:   1484293053
Pages:   190
Publication Date:   17 August 2023
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Part I. Foundation.- 1. Responsibility.- 2. AI Principles.- 3. Data.- Part II. Implementation.- 4. Fairness.- 5. Safety.- 6. Humans in the Loop.- 7. Explainability.- 8. Privacy.- 9. Robustness.- Part III. Ethical Considerations.- 10. Ethics of AI and ML.- Appendix A: References.

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Author Information

​Toju Duke is a Responsible AI Program Manager at Google with over 17 years of experience spanning across advertising, retail, not-for-profits, and tech industries. She designs Responsible AI programs focused on the development and implementation of Responsible AI frameworks, processes, and tools across Google’s product and research teams. Toju is also the Founder of Diverse in AI, a community interest organization with a mission to provide inclusive and diverse AI through humanity. She provides consultation and advice on Responsible AI practices to organizations worldwide. 

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