01 brief-introduction-to-the-course.mp4 (9.66 MB)
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01 lecture-programming-and-r.mp4 (14.18 MB)
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02 lecture-introduction-to-rstudio.mp4 (8.48 MB)
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05 coding-lecture-first-contact-with-rstudio.mp4 (12.3 MB)
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01 introduction.mp4 (2.59 MB)
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02 lecture-data-types-in-r.mp4 (10.55 MB)
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03 lecture-data-structures-in-r.mp4 (22.83 MB)
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05 coding-lecture-data-types-in-r-atomic-and-vectors.mp4 (23.31 MB)
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06 coding-lecture-data-types-in-r-lists-and-matrices.mp4 (29.54 MB)
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07 coding-lecture-data-types-in-r-data-frames.mp4 (14.27 MB)
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01 lecture-introduction-to-control-flow.mp4 (15.24 MB)
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02 lecture-loops.mp4 (14.28 MB)
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04 coding-lecture-if-statements.mp4 (16.01 MB)
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05 coding-lecture-loop-statements.mp4 (17.58 MB)
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01 lecture-loading-and-writing.mp4 (20.49 MB)
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03 coding-lecture-loading-and-writing.mp4 (38.88 MB)
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01 basics-where-to-learn-more.mp4 (10.1 MB)
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01 introduction-to-module-2.mp4 (3.96 MB)
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01 lecture-logical-values-logical-vectors-and-operations-with-them.mp4 (21.68 MB)
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02 coding-lecture-logical-vectors-part-1.mp4 (21.14 MB)
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03 coding-lecture-logical-vectors-part-2.mp4 (12.99 MB)
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01 lecture-data-quality-control.mp4 (12.81 MB)
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02 coding-lecture-quality-control.mp4 (10.39 MB)
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01 lecture-exploratory-data-analysis.mp4 (27.84 MB)
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02 coding-lecture-eda-part-1.mp4 (21.25 MB)
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03 coding-lecture-eda-part-2.mp4 (21.53 MB)
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01 lecture-correlation.mp4 (43.89 MB)
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02 coding-lecture-correlation-in-r.mp4 (11.21 MB)
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01 lecture-linear-models.mp4 (28.14 MB)
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02 coding-lecture-example-of-a-linear-model.mp4 (11.88 MB)
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03 coding-lecture-evaluation-of-a-linear-model-in-r.mp4 (11.5 MB)
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01 lecture-t-test-anova.mp4 (68.46 MB)
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02 coding-lecture-t-test.mp4 (15.98 MB)
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03 coding-lecture-anova.mp4 (12.57 MB)
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01 introduction-to-the-dataset-data-set-4.mp4 (11.11 MB)
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02 guided-analysis.mp4 (55.23 MB)
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01 lecture-r-packages.mp4 (13.69 MB)
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01 introduction-to-the-module.mp4 (6.04 MB)
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02 lecture-python-and-r.mp4 (5.54 MB)
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01 the-python-ecosystem.mp4 (22.71 MB)
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02 python-installation-and-environments.mp4 (24.2 MB)
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03 jupyter-lab.mp4 (27.28 MB)
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01 lecture-python-native-data-structures.mp4 (7.55 MB)
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02 coding-lecture-fundamentals-in-data-types.mp4 (14.6 MB)
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03 coding-lecture-lists-and-tuples.mp4 (15.9 MB)
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04 coding-lecture-sets-and-dictionaries.mp4 (16.73 MB)
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01 lecture-flow-control-and-functions.mp4 (4.65 MB)
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02 coding-lecture-if-conditions-for-and-while-loops.mp4 (30.58 MB)
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03 coding-lecture-declare-and-using-functions-in-python.mp4 (11.86 MB)
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01 lecture-overview-of-modules-in-python.mp4 (6.73 MB)
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02 lecture-numpy.mp4 (5.03 MB)
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03 coding-lecture-numpy.mp4 (19.42 MB)
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05 lecture-pandas.mp4 (3.36 MB)
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06 coding-lecture-pandas.mp4 (30.28 MB)
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07 coding-lecture-pandas-for-data-exploration.mp4 (21.01 MB)
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09 coding-lecture-visualization.mp4 (22.38 MB)
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01 overview-of-the-week.mp4 (5.27 MB)
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02 lecture-introduction-to-the-case-study.mp4 (8.53 MB)
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01 lecture-rna-seq-technology-and-data-normalisation.mp4 (17.44 MB)
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03 coding-lecture-loading-and-normalizing-rna-seq-data.mp4 (42.64 MB)
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04 lecture-principal-component-analysis.mp4 (15.71 MB)
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05 coding-lecture-pca-analysis-in-r-for-rna-seq-data.mp4 (29.49 MB)
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06 lecture-finding-differentially-expressed-genes.mp4 (10.68 MB)
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07 coding-lecture-differential-expression-analysis-in-r.mp4 (38.64 MB)
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01 lecture-from-rna-seq-to-scrna-seq.mp4 (9.71 MB)
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02 lecture-representing-scrna-seq-experiments-in-python.mp4 (8.69 MB)
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03 coding-lecture-loading-a-scrna-seq-experiment-in-python.mp4 (26.78 MB)
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05 lecture-preprocessing-scrna-seq-data.mp4 (10.98 MB)
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06 coding-lecture-scrna-seq-preprocessing.mp4 (23.52 MB)
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08 lecture-umap-and-dimensionality-reduction-in-single-cell-studies.mp4 (9.52 MB)
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09 lecture-cell-type-identification.mp4 (11.23 MB)
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10 coding-lecture-clustering-and-cell-type-identification-with-python.mp4 (25.45 MB)
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13 coding-lecture-scrna-seq-analysis-in-r.mp4 (26.96 MB)
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01 lecture-bioai.mp4 (42.46 MB)
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01 thanks-for-all-the-fish.mp4 (6.94 MB)
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