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README.md

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@@ -97,10 +97,20 @@ If you have any questions, please use the anonymous etherpad (see email) or open
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* [Accelerate Pixel and Object Classification](08_machine_learning/03_apoc_object_segmenter.ipynb)
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* break
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* Hypothesis testing (2022-Jun-14)
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* [Distributions (slides)](09_hypothesis_testing/Stats2.pdf)
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* [Hypothesis testing (slides)](09_hypothesis_testing/Stats3.pdf)
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* [Non-parametric testing](09_hypothesis_testing/stats4.ipynb)
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* Multiple comparisons and correlations (2022-Jun-21)
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* [Correlation (slides)](10_correlation_dim_reduction/Stats5.pdf)
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* [Correlation](10_correlation_dim_reduction/Correlations.ipynb)
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* Big data, clustering, dimensionality reduction (2022-Jun-28)
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* [Dimensionality reduction (slides)](10_correlation_dim_reduction/Stats_dimred.pdf)
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* [PCA and UMAPs](10_correlation_dim_reduction/PCA_UMAP.ipynb)
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* Deep learning (2022-Jul-5)
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* [Image Restoration](11_deep_learning/01-Image-Restoration.ipynb)
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* [Image Segmentation](11_deep_learning/02-Image-Semantic-Segmentation.ipynb)
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* Summary / exam preparation (2022-Jul-12)
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* [Programming / Bio-image Analysis / Machine Learning](12_summary/BIA_Summary_2022.pdf)
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## See also
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