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9797 * [ Accelerate Pixel and Object Classification] ( 08_machine_learning/03_apoc_object_segmenter.ipynb )
9898* break
9999* Hypothesis testing (2022-Jun-14)
100+ * [ Distributions (slides)] ( 09_hypothesis_testing/Stats2.pdf )
101+ * [ Hypothesis testing (slides)] ( 09_hypothesis_testing/Stats3.pdf )
102+ * [ Non-parametric testing] ( 09_hypothesis_testing/stats4.ipynb )
100103* Multiple comparisons and correlations (2022-Jun-21)
104+ * [ Correlation (slides)] ( 10_correlation_dim_reduction/Stats5.pdf )
105+ * [ Correlation] ( 10_correlation_dim_reduction/Correlations.ipynb )
101106* Big data, clustering, dimensionality reduction (2022-Jun-28)
107+ * [ Dimensionality reduction (slides)] ( 10_correlation_dim_reduction/Stats_dimred.pdf )
108+ * [ PCA and UMAPs] ( 10_correlation_dim_reduction/PCA_UMAP.ipynb )
102109* Deep learning (2022-Jul-5)
110+ * [ Image Restoration] ( 11_deep_learning/01-Image-Restoration.ipynb )
111+ * [ Image Segmentation] ( 11_deep_learning/02-Image-Semantic-Segmentation.ipynb )
103112* Summary / exam preparation (2022-Jul-12)
113+ * [ Programming / Bio-image Analysis / Machine Learning] ( 12_summary/BIA_Summary_2022.pdf )
104114
105115## See also
106116
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