Examples for individual units Unit 1: Setting up a reproducible analysis pipeline (5 hours) Unit 2: Data manipulation and munging (5 hours) Unit 3: Exploratory data analysis and visualization (5 hours) Unit 4: Efficient statistical routines (15 hours) Unit 5: Code optimization and native code (5 hours) Unit 6: High-performance computing (10 hours)