Principles of Data Analytics

An introduction to the principles and fundamentals of data analytics, including the acquisition, cleaning and exploration of data sets.

1. Source and investigate sets of data.

2. Programmatically explore and visualise data.

3. Apply basic mathematical data analysis techniques to data sets.

4. Model real-world problems for analysis by computer.

5. Provide evidence in a decision-making process using a data set.

6. Appreciate the limitations of graphical representations in data intensive workflows.