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University of California, Davis

Big Data, Artificial Intelligence, and Ethics

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.

状态:Machine Learning
状态:Data Ethics
初级课程小时

精选评论

PC

5.0评论日期:Jun 10, 2020

i m very grateful to learn big things in simple way, with experienced prof from various streams. impact was mind storming by peer reviews and solving assignment.

AG

5.0评论日期:Jun 11, 2020

This is a very comprehensive course that gives a very good understanding of what we mean by Big Data, how it is utilized and relevance to the data and AI in our lufe.

EJ

5.0评论日期:Jun 2, 2020

This course is really very interesting.I have learned a lot about big data,artificial intelligence and ethics.

AS

5.0评论日期:Apr 7, 2022

It's very good course!. it is equipped with basic information about big data and AI that for common person (never learnt about AI before) like me is easily to understand.

PJ

5.0评论日期:Aug 5, 2020

Excellent course. Helps in developing a good base in artificial intelligence for beginners. The explanations and lectures are very clear and understandable. Won't bore the listeners.

GW

5.0评论日期:May 30, 2020

I would say this course is a good introduction to Big Data, Artificial Intelligence, and Ethics. Highly recommend to one who wants to learn basic knowledge.

MB

5.0评论日期:Nov 4, 2021

I really enjoyed Martin's presentation style and his clear enthusiasm and knowledge about the topic, thank you.

RA

5.0评论日期:Apr 27, 2021

Excellent course. Professon Martin Hilbert has done an excellent jon in terms of content, presentation as well as explanation. Thank you.

AP

5.0评论日期:Nov 28, 2022

It was a great experience learning a new language ;) . This course gives a lot info regarding big data ,its applications and IBM (I loved nature learning processing ).

JM

5.0评论日期:Jun 18, 2025

A very informative & thought provoking course that addresses many ethical concerns in AI, and Prof. Hilbert is an engaging lecturer.

BU

4.0评论日期:Oct 17, 2020

I was expecting more about the ethics side of AI, from the critical point of view. Besides, some quiz questions were not clear enough. But anyway, I learnt a lot of things.

MA

5.0评论日期:Jul 3, 2020

Excellent course, lots of interesting concepts covering the field of artificial intelligence and a welcomed take on research ethics.

所有审阅

显示:20/174

Pranav Jayashankar
5.0
评论日期:Aug 6, 2020
Azizah Salim
5.0
评论日期:Apr 8, 2022
JEBIL JOSEPH CHACKO
5.0
评论日期:May 19, 2020
Vijayeta Malla
5.0
评论日期:Apr 28, 2020
Ben Bonset
4.0
评论日期:Nov 10, 2020
Fernando Angulo
5.0
评论日期:Jan 21, 2021
Tuhina Rastogi
5.0
评论日期:Mar 9, 2021
Charlotte Heylliard
5.0
评论日期:Apr 19, 2020
PETER Hsu
5.0
评论日期:Jul 30, 2022
Pranjal Suyal
5.0
评论日期:May 24, 2020
Sandeep Gonsalves
4.0
评论日期:Nov 27, 2021
Rafaela Silva Rabelo
4.0
评论日期:Aug 9, 2020
Sumeet Singh
3.0
评论日期:Oct 2, 2025
Sunil Shah
2.0
评论日期:Jun 14, 2020
Abhinav Pal
5.0
评论日期:Mar 26, 2026
Elizabeth De La Torre
5.0
评论日期:Jan 13, 2026
Ulansari Manikan
5.0
评论日期:Dec 24, 2023
Liliana Redondo
5.0
评论日期:Sep 26, 2021
Malini Anurajah Welti
5.0
评论日期:Oct 26, 2020
Georgios Lytsioulis
5.0
评论日期:Sep 7, 2020