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Big Data, Artificial Intelligence, and Ethics

Big Data, Artificial Intelligence, and Ethics

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9.7/10 (Our Score)
Product is rated as #1 in category Big Data

This course gives you context and first–hand experience with the two major catalyzers of the computational science revolution: big data and artificial intelligence. With more than 99% of all mediated information in digital format and with 98% of the world population using digital technology, humanity produces an impressive digital footprint. In theory, this provides unprecedented opportunities to understand and shape society. In practice, the only way this information deluge can be processed is through using the same digital technologies that produced it. Data is the fuel, but machine learning it the motor to extract remarkable new knowledge from vasts amounts of data. Since an important part of this data is about ourselves, using algorithms in order to learn more about ourselves naturally leads to ethical questions. Therefore, we cannot finish this course without also talking about research ethics and about some of the old and new lines computational social scientists have to keep in mind. As hands–on labs, you will use IBM Watson’s artificial intelligence to extract the personality of people from their digital text traces, and you will experience the power and limitations of machine learning by teaching two teachable machines from Google yourself. UC Davis, one of the nation’s top–ranked …

Instructor Details

Martin Hilbert pursues a multidisciplinary approach to understanding the role of information and knowledge in the development of complex social systems. Before joining UC Davis, Prof. Hilbert created and led the Information Society Program of the United Nations Secretariat for Latin America and the Caribbean. This program aims at fostering the impact of digital technologies. In his 15 years as United Nations Economic Affairs Officer he has provided hands-on technical assistance in the field of digital development to Presidents, government experts, legislators, diplomats, NGOs, and companies in over 20 countries. Policy makers from the highest political levels have officially recognized the impact of his projects. He retired early from his life-long appointment with the UN, because he wanted to be an active part of the exciting process of making use of these same digital technologies to better understand society. He joined the University of California in 2014 to be able to dedicate more time and energy to "Computational Social Science". He regularly still does consulting work for the UN and other private and public clients, applying new CSS methods in practice. He has written five books about digital technology for international development and has published in academic journals in the fields of communication, economic development, information science, psychology, ecology and evolution, political science, complex systems, women’s studies, and forecasting. His findings have been featured in popular outlets. Like Scientific American, PBS, Discovery, NatGeo, Wall Street Journal, Washington Post, The Economist, NPR, BBC, Die Welt, Correio Braziliense, ElMundo, among others. International perspectives are no mere theory for Prof. Hilbert, as he speaks five languages and has traveled to over 70 countries.

Specification: Big Data, Artificial Intelligence, and Ethics

Duration

18 hours

Year

2020

Level

Beginner

Certificate

Yes

Quizzes

Yes

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Big Data, Artificial Intelligence, and Ethics
Big Data, Artificial Intelligence, and Ethics

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