Course Learning Outcomes
- To develop quantitative reasoning
- To develop statistical reasoning and methodology provide the tools to become numerate.
- How to think about randomness, and about data
- Explain the role of data and models in the decision-making process and how they support (rather than determine) decisions
- Decide what tools are appropriate in di?erent data and decision-making settings
- Decide how to structure model so that the essential elements are included and that the model can be analyzed in a timely fashion
- Translate the results of the model into a statement about the data relationships and of the actions that could be taken with the new understanding.
- To understand how machine learning algorithms work for classification and prediction purposes.
- Running R and doing applications under Anaconda and Jupyter Notebook environment.