48:3101 - Lecture: The importance of Statistics from the Viewpoint of a Glycobiologist
A 49-minute video from RSSSO: “01 - Lecture: The importance of Statistics from the Viewpoint of a Glycobiologist”.
RSSSO
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31:1702 - Project Leaders Introducing Their Fields: The role of Biostatistics in Biomedical Research
A 31-minute video from RSSSO: “02 - Project Leaders Introducing Their Fields: The role of Biostatistics in Biomedical Research”.
25:2003 - Project Leaders Introducing Their Fields: Machine Learning
A 25-minute video from RSSSO: “03 - Project Leaders Introducing Their Fields: Machine Learning”.
24:4904 - Project Leaders Introducing Their Fields: Survival/Longitudinal Data Analysis
A 25-minute video from RSSSO: “04 - Project Leaders Introducing Their Fields: Survival/Longitudinal Data Analysis”.
52:3106 - Lecture: Introduction to Probabilities and Statistics
A 53-minute video from RSSSO: “06 - Lecture: Introduction to Probabilities and Statistics”.
50:2507 - Lecture: Good practice in human data handling and analysis
A 50-minute video from RSSSO: “07 - Lecture: Good practice in human data handling and analysis”.
59:1808 - Lecture: Genome-Wide Association Studies and multiple testing
A 59-minute video from RSSSO: “08 - Lecture: Genome-Wide Association Studies and multiple testing”.
51:5609 - Lecture: Complex genetics of protein glycosylation
A 52-minute video from RSSSO: “09 - Lecture: Complex genetics of protein glycosylation”.
44:0710 - Lecture: Correlation and linear regression
A 44-minute video from RSSSO: “10 - Lecture: Correlation and linear regression”.
56:3011 - Lecture: Regression as a probabilistic model (the machine learning perspective)
A 56-minute video from RSSSO: “11 - Lecture: Regression as a probabilistic model (the machine learning perspective)”.
27:5712 - Lecture: Regularisation (training/testing error, Lasso/Ridge)
A 28-minute video from RSSSO: “12 - Lecture: Regularisation (training/testing error, Lasso/Ridge)”.
52:0813 - Lecture: Introduction to SVD and PCA
A 52-minute video from RSSSO: “13 - Lecture: Introduction to SVD and PCA”.
1:05:3414 - Lecture: Lamarck revisited: Epigenetic adaptation and inheritance
A 66-minute video from RSSSO: “14 - Lecture: Lamarck revisited: Epigenetic adaptation and inheritance”.
24:3515 - Lecture: Generalisation (cross-validation)
A 25-minute video from RSSSO: “15 - Lecture: Generalisation (cross-validation)”.
43:5318 - Lecture: Batch correction
A 44-minute video from RSSSO: “18 - Lecture: Batch correction”.