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Python Short Course for Data Analysis and Visualization

Part 1

  1. REPL and scripts
  2. Data types
  3. Functions and conditionals
  4. Loops
  5. Classes and objects

Part 2

  1. Light propagation in waveguides
  • Plotting basics
  • Polynomial fit
  1. Transmission between antennas
  • CSV files
  • Numpy arrays
  • More plotting
  • General model fit
  1. RF matching network
  • Multi-dimensional data
  • Array manipulation
  • Contour and image plots

Requirements

Or access a temporary live version of this course via Binder.