This lesson is still being designed and assembled (Pre-Alpha version)
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Code of Conduct
Setup
Episodes
Introduction to dataset #1 (gene expressions)
Exploratory Data Analysis of dataset #1
Principal Component Analysis (PCA)
Hierarchical clustering and heatmaps
Finding tissue-specific genes through feature engineering
Exercises on dataset #1
Introduction to dataset #2 (methylation and age)
Advanced Data Exploration on dataset #2
Linear, Multiple and Regularised Regressions
Random Forest analysis
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Instructor Notes
Median of ratios manual normalization
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Advanced Forensic Biology
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