Tutorial 5B: Risk Assessment Tools in the World of AI, the Social Sciences, and Humanities

Learn how AI and risk assessment tools can be used in the Social Sciences

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Objective
Select the "Read" button to begin.
Select the "Read" button to begin. Understand the objective of the tutorial.
Prerequisites
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Select the "Read" button to begin. Understand the prerequisites for this tutorial.
Task 1: Create a New Criminal Risk Scorer in Driverless AI
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Select the "Read" button to begin. Create a new criminal risk scorer in Driverless AI.
Task 2: Explore Criminal Risk Scorers in America and The COMPAS Dataset
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Select the "Read" button to begin. Explore criminal risk scorers in America and the compass dataset.
Task 3: Understanding Task 1
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Select the "Read" button to begin. Understand task 1 and the settings of this tutorial's experiment.
Task 4: A Global Versus Local Behavior Analysis Concept
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Select the "Read" button to begin. Understand the global versus local behavior analysis concept.
Task 5: Global Behavior Analysis
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Select the "Read" button to begin. Implement a global behavior analysis on your model.
Task 6: What Biases Exist in My Model? What Levels of Disparity Exist Between Population Groups?
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Select the "Read" button to begin. Understand what biases exist in the model and what levels of disparity exist between population groups.
Task 7: Local Behavior Analysis
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Select the "Read" button to begin. Implement a local behavior analysis on your model.
Task 8: The Reciprocal Impact That Should Exist Between AI, the Social Sciences, and Humanities
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Select the "Read" button to begin. Understand the reciprocal impact that should exist between AI, the Social Sciences, and Humanities.
Next Steps
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Select the "Read" button to begin. Check out the next tutorial: Image Classification (COMING SOON).
Special Thanks
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Select the "Read" button to begin. See who helped in the making of this tutorial.
Quiz
25 Questions  |  3 attempts  |  20/25 points to pass
25 Questions  |  3 attempts  |  20/25 points to pass
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