1 Calculate summary statistics using spreadsheets
2 Create data visualizations using spreadsheets
3 Ask questions and answer them using data
4 Calculate key business metrics in financial analysis and interpret values
5 Forecast financial metrics using scenario analysis
6 Develop programs in Python
7 Manipulate data using NumPy
8 Load and process data using Pandas
9 Use Anaconda to manage your programming environment
10 Investigate a dataset using Python data analysis packages
11 Perform the entire data analysis process on a dataset
12 Gather data from multiple sources in a variety of formats
13 Assess the quality and tidiness of data visually and programmatically
14 Clean data using Python and Pandas