IDOS project
IDOS stands for introduction of open data science. It's taught by Kimmo Vehkalahti
This is a course I took in my early-PhD-study. It taught us open data science using R-markdown on data collected from different fields. It was a great course to start to be a data scientist.
Click here to access my work done for the course. The main content includes:
- Using R markdown and Github formative data analysis results
- Regression fitting and model validation
- Logistic regression
- Clustering and classification
- Dimensionality reduction
- Analysis of longitudinal data
All codes are using R.