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Learn Data Ethics online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.
The University of Edinburgh
Our future is here and it relies on data. Medical robots, smart homes and cities, predictive policing, artificial intelligences – all are fuelled by data and all promise new benefits to society. But will these innovations benefit everyone? Who stands to gain and who is put at risk? How can we ensur…
KU Leuven
Discover how Artificial Intelligence (AI) is revolutionizing healthcare in this exciting course. The added value of AI for healthcare is explained from the healthcare professional's perspective, while basic AI principles are clarified from the AI developer's point of view.
The University of Michigan
Learn how to think through the ethics surrounding privacy, data sharing, and algorithmic decision-making.
Statistics.com
Concern about the harmful effects of machine learning algorithms and AI models (bias and more) has resulted in greater attention to the fundamentals of data ethics. This data science ethics course for both practitioners and managers provides guidance and practical tools to build better models and a…
Statistics.com
AI’s popularity has resulted in numerous well-publicized cases of bias, injustice, and discrimination. Often these harms occur in machine learning projects that have the best of goals, developed by data scientists with good intentions. This course, the second in the data science ethics program for…
Microsoft
Use Microsoft Copilot, Microsoft Cloud for Retail, Power BI, and retail analytics to uncover customer insights, improve operations, and build data-backed innovation strategies.
Institute of Science Tokyo
Learn about Science, Engineering, Artificial Intelligence (AI) and Data Ethics to improve human well-being. 人が「よく生きる（well-being）」ために必要となる、科学技術、人工知能（AI）、およびデータ倫理について学びます。
University of Leeds
Learn how to make ethical and responsible decisions in real data science projects. This course introduces the foundations of data ethics, professional ethics, and ethical decision-making, giving you the tools to appraise project methods with confidence. You’ll explore how responsible choices shape…
Pragmatic AI Labs
This course reframes AI ethics from a human-first, externality-first perspective rather than the GDP-and-shareholder framing that dominates industry discourse. Across four modules you trace how natural rights emerged from the French Revolution and post-WW2 charters, why those rights need a digital…
CertNexus
The power of extracting value from data utilizing artificial intelligence (AI), data science (DS), and machine learning (ML) exposes the learning differences between humans and machines. Humans can apply ethical principles throughout the decision-making process to avoid discrimination, societal har…
