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feat: add fairness indicators
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25-fairness-indicators/C3_W4_Lab_3_Fairness_Indicators.ipynb

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README.md

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@@ -28,6 +28,7 @@ Hands-on MLOps projects to explore and learn the practical aspects of machine le
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| 22 | [Knowledge Distillation](22-knowledge-distillation) | Discover model compression through knowledge distillation, where a smaller student model learns from a more complex teacher model. |
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| 23 | [TensorFlow Model Analysis](23-tensorflow-model-analysis) | Dive into TensorFlow Model Analysis (TFMA) to analyze and visualize model performance across various data slices, set thresholds, and compare models. |
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| 24 | [TFX Evaluator](24-tfx-evaluator) | Explore model analysis in the TFX pipeline using TFX Evaluator to ensure trained models meet metrics requirements and compare with previous models. |
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| 25 | [Fairness Indicators](25-fairness-indicators) | Explore fairness metrics in a face image dataset using Fairness Indicators, analyzing model predictions across age groups. |
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## Google Cloud Skills Boost Resources
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