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This course has been ranked among the top 10 best free online courses in responsible artificial intelligence (AI) in its original English version and addresses an often overlooked dimension of AI despite its considerable impacts.
With international experts from the IVADO international school that took place in Montreal (2019), you will explore the technical and social aspects of biases, discrimination, and fairness in machine learning and algorithm design.
The course focuses on biases related to gender, race, and socio-economic status, as well as biases in data-driven prediction models leading to decisions.
The course is primarily aimed at professionals and academics with basic knowledge in mathematics and programming. The richness of this course will also be highly beneficial for anyone using or interested in AI. These sociotechnical topics have proven to be very insightful for technical professionals.
The total video content duration is 7 hours and 30 minutes, recorded in English and subtitled in French. The content is divided into segments that you can watch at your own pace. Comprehensive quizzes are also provided at the end of each segment to assess your understanding of the content.
IVADO is a hub for data science in the economy, bringing together industrial, academic, and governmental partners with expertise in digital intelligence. One of its missions is to contribute to the advancement of digital knowledge and to train new generations of data science experts aware of biases. Welcome to the world of ethical and responsible AI!
