Course Code: bespystat
Duration: 21 hours
Course Outline:
  • Python basics
  • The Python toolset for data analysis
  • Handling tabular data with pandas
  • Reading and writing data files
  • Importing data from Excel
  • Connecting to SQL databases
  • Data visualisation
  • Handling small and big data sets
  • Aggregate operations
  • Analyzing time series
  • Calculating descriptive statistics
  • Constructing regression models
  • Testing statistical hypotheses
  • Machine Learning (examples)