Week 1.4

Univariate Distributions

• Book theory

  • PDF and CDF

  • Empirical Distributions

  • Non-Gaussian Distributions

  • Parametric Distributions

  • Location, Shape and Scale

  • Fitting a Distribution

• Lecture slides

• Collegerama recording (TU Delft login required)

• Workshop assignment: Fit Happens

• Group assignment -Wind gusts -Traffic -River Flow Velocity

Programming

• Version control with git

  • Part of book chapter

    • Version control

    • Jupyter Notebooks and Git

  • Programming assignment: Commit to clean data

    • Install GitHHub Desktop

    • Make commit locally

    • Make commit online

    • Fetch and pull

    • Install git

• Preparations for workshop and group assignments

  • Programming Assignment: Commit to clean data

    • Data cleaning

    • Data import

• Fundamental programming concepts

  • Programming Assignment: Commit to clean data

    • Functions and matplotlib