Bill Franks
97 Things about Ethics Everyone in Data Science Should Know: Collective Wisdom from the Experts
97 Things about Ethics Everyone in Data Science Should Know: Collective Wisdom from the Experts
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- More about 97 Things about Ethics Everyone in Data Science Should Know: Collective Wisdom from the Experts
High-profile cases of unethical activity in data science are often due to a lack of thoughtfulness rather than bad intent. This in-depth book provides practical insights and best practices for collecting, managing, and analyzing data ethically, from industry experts.
\n Format: Paperback / softback
\n Length: 250 pages
\n Publication date: 18 August 2020
\n Publisher: O'Reilly Media, Inc, USA
\n
Ethical considerations are crucial in the field of data science, as high-profile cases of unethical activity have emerged. These cases often arise not from malicious intent but from a lack of thorough ethical thought. Being ethical requires constant diligence and can be challenging in complex situations. In this comprehensive book, contributors from leading technology, finance, and other industries share their experiences and lessons learned in collecting, managing, and analyzing data ethically.
Data science professionals, managers, and tech leaders will gain valuable insights into ethics through powerful best practices. The articles cover a range of topics, including the nuanced concept of ethics, approaches to ethical transparency, the distinction between unbiased and fair practices, the role of rules and rationality, the truth about AI bias, cautionary ethics tales, fairness in the age of algorithms, the ethical data storyteller, and the introduction of Ethicizeâ„¢, a fully AI-driven cloud-based ethics solution.
Each article offers practical insights and practical examples to help readers navigate the ethical challenges of data science. Whether you are a seasoned professional or just starting in this field, this book is a valuable resource for understanding and implementing ethical practices.
In conclusion, the field of data science requires a strong commitment to ethical principles. By exploring the experiences and lessons shared in this book, readers can gain a better understanding of ethics and apply them to their work. As data science continues to grow and evolve, it is essential to prioritize ethical considerations to ensure the responsible and ethical use of data.
\n Weight: 506g\n
Dimension: 153 x 229 x 25 (mm)\n
ISBN-13: 9781492072669\n \n
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