Bias

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Practical Steps for Building Fair AI Algorithms (Coursera)

Apr 1st 2024
Practical Steps for Building Fair AI Algorithms (Coursera)
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Algorithms increasingly help make high-stakes decisions in healthcare, criminal justice, hiring, and other important areas. This makes it essential that these algorithms be fair, but recent years have shown the many ways algorithms can have biases by age, gender, nationality, race, and other attributes. This course will teach you [...]

Avoiding Bias (Coursera)

Do you want the best strategies to avoid bias in your communications? Learn the skills to tackle common hurdles in impartial decision-making and communication from this Avoiding Bias course!

Your World and What Shapes It (Coursera)

Thriving organizations strive for equity at all levels. Dynamic global DEI initiatives strengthen connectivity within individual teams and foster cross-cultural collaboration and mutual understanding while encouraging the inclusion of employees from all regions. Broader global relations aside, there also exist country-specific ethnic dynamics that make DEI a critical conversation. [...]

Clinical Decision Support Systems - CDSS 4 (Coursera)

Apr 1st 2024
Clinical Decision Support Systems - CDSS 4 (Coursera)
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Machine learning systems used in Clinical Decision Support Systems (CDSS) require further external validation, calibration analysis, assessment of bias and fairness. In this course, the main concepts of machine learning evaluation adopted in CDSS will be explained. Furthermore, decision curve analysis along with human-centred CDSS that need to be [...]

Overcoming Bias (Coursera)

Apr 1st 2024
Overcoming Bias (Coursera)
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This course is for anyone that wants to learn more about bias and how it can affect business, relationships, and communities. The course begins with an exploration of the word bias and its many definitions. The course then covers workplace bias and strategies for overcoming personal bias. The course [...]

Build Better Generative Adversarial Networks (GANs) (Coursera)

Apr 1st 2024
Build Better Generative Adversarial Networks (GANs) (Coursera)
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In this course, you will: Assess the challenges of evaluating GANs and compare different generative models; Use the Fréchet Inception Distance (FID) method to evaluate the fidelity and diversity of GANs; Identify sources of bias and the ways to detect it in GANs; Learn and implement the techniques associated [...]

AI Workflow: Feature Engineering and Bias Detection (Coursera)

Apr 1st 2024
AI Workflow: Feature Engineering and Bias Detection (Coursera)
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This is the third course in the IBM AI Enterprise Workflow Certification specialization. You are STRONGLY encouraged to complete these courses in order as they are not individual independent courses, but part of a workflow where each course builds on the previous ones. Course 3 introduces you to the [...]
Apr 1st 2024
Course Auditing
64.00 EUR/month

Validity and Bias in Epidemiology (Coursera)

Epidemiological studies can provide valuable insights about the frequency of a disease, its potential causes and the effectiveness of available treatments. Selecting an appropriate study design can take you a long way when trying to answer such a question. However, this is by no means enough. A study can [...]

Intellectual Humility: Science (Coursera)

It’s clear that the world needs more intellectual humility. But how do we develop this virtue? And why do so many people still end up so arrogant? Do our own biases hold us back from becoming as intellectually humble as we could be—and are there some biases that actually [...]