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