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Mitigate Machine Bias AI is changing the fabric of our world, from the way we conduct business, to how we work and live, make decisions, and engage with each other, to how we organize our...
Mitigate Machine Bias – Executive Brief Read this Executive Brief to understand the dark side of AI – algorithmic (machine) biases, how they emerge, why they are dangerous, and how to mitigate them.
Mitigate Machine Bias – Phases 1-4 This storyboard will help you to learn about machine (AI) biases and why and how to mitigate them.
Mitigate Machine Bias – Phase 1: Understand AI Biases This phase of the blueprint, Mitigate Machine Bias, will help you learn about machine biases, how and where they arise in AI systems, and how they relate to human...
Mitigate Machine Bias – Phase 2: Identify Data Biases This phase of the blueprint, Mitigate Machine Bias, will help you learn about data biases and how to mitigate them.
Datasheets for Data Sets Template This template contains the questions from the "Datasheets for Datasets" framework.
Mitigate Machine Bias – Phase 3: Identify Model Biases This phase of the blueprint, Mitigate Machine Bias, will help you you learn about model biases and how to mitigate them.
Model Cards for Model Reporting Template This template contains the questions from the "Model Cards for Model Reporting" framework.
Mitigate Machine Bias – Phase 4: Mitigate Machine Biases and Risk This phase of the blueprint, Mitigate Machine Bias, will help you learn about approaches for proactive and effective bias prevention and mitigation.

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