Python

Python

Python is an open source language used for detailed statistical analysis, testing and modelling. It is considered object-oriented and is often used for building reusable code patterns.

 

Popular Python packages for data science include:

  • NumPy (Numeric Python, for performing calculations over entire arrays)
  • Matplotlib (for data visualisations)
  • SciPy (for scientific and technical computing)
  • Scikit-Learn (for machine learning features like regression and clustering, interactive with NumPy arrays there are numerous functions for evaluating classification, clustering and regression models)
  • Pandas (for data manipulation and analysis using data frames)

 

One-sample t-test using SciPy

This example code uses the SciPy package to run a one-sample t-test: