Develop programs in Python
Manipulate data using NumPy
Load and process data using Pandas
Use Anaconda to manage programming environment
Investigate a dataset using Python data analysis packages
Perform the entire data analysis process on a dataset
Gather data from multiple sources in a variety of formats
Assess the quality and tidiness of data visually and programmatically
Clean data using Python and Pandas