Module: Thinking about Data

Learning Outcomes

Understand how to think about data

You understand

• what are the different types of data
• how data is structured (or unstructured)
• the different ways of thinking about data mathematically
• how to analyze data in geometric & linear algebra terms
• how to analyze data in probabilistic terms
• how the mathematical view of the data affects how we address data quality issues

Readings

Experiential Learning