add instructor notes to Preparing to Train episode #211
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The following actions use a deprecated Node.js version and will be forced to run on node20: actions/checkout@v3. For more info: https://github.blog/changelog/2024-03-07-github-actions-all-actions-will-run-on-node20-instead-of-node16-by-default/
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episodes/4-explainability-vs-interpretability.md#L81
[unknown div] exercise
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episodes/4-explainability-vs-interpretability.md#L215
[unknown div] exercise
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episodes/1-preparing-to-train.md#L230
[needs HTTPS]: [Facial recognition](http://gendershades.org/)
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episodes/7a-OOD-detection-output-based.md#L160
[image missing alt-text]: https://raw.githubusercontent.com/carpentries-incubator/fair-explainable-ml/main/images/OOD-detection_image-data-preview.png
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episodes/7a-OOD-detection-output-based.md#L201
[image missing alt-text]: https://raw.githubusercontent.com/carpentries-incubator/fair-explainable-ml/main/images/OOD-detection_PCA-image-dataset.png
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episodes/7a-OOD-detection-output-based.md#L228
[image missing alt-text]: https://raw.githubusercontent.com/carpentries-incubator/fair-explainable-ml/main/images/OOD-detection_ID-confusion-matrix.png
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episodes/7a-OOD-detection-output-based.md#L281
[image missing alt-text]: https://raw.githubusercontent.com/carpentries-incubator/fair-explainable-ml/main/images/OOD-detection_histograms.png
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episodes/7a-OOD-detection-output-based.md#L319
[image missing alt-text]: https://raw.githubusercontent.com/carpentries-incubator/fair-explainable-ml/main/images/OOD-detection_PSDs.png
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episodes/7a-OOD-detection-output-based.md#L370
[image missing alt-text]: https://raw.githubusercontent.com/carpentries-incubator/fair-explainable-ml/main/images/OOD-detection_ID-OOD-confusion-matrix1.png
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episodes/7a-OOD-detection-output-based.md#L477
[image missing alt-text]: https://raw.githubusercontent.com/carpentries-incubator/fair-explainable-ml/main/images/OOD-detection_metrics_vs_softmax-thresholds.png
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