Stochastic Processes: Data Analysis and Computer Simulation

Week1: Python programming for beginners

1. Using Python, iPython, and Jupyter notebook

  • Video 1 [ Go ]
  • Exercise 1 [ Go? ]
  • Handout and programing resources [ Download ]

2. Making graphs with matplotlib

  • Video 2 [ Go ]
  • Exercise 2 [ Go? ]
  • Handout and programing resources [ Download ]

3. The Euler method for numerical integration

  • Video 3 [ Go ]
  • Exercise 3 [ Go? ]
  • Handout and programing resources [ Download ]

4. Simulating a dumped harmonic oscillator

  • Video 4 [ Go ]
  • Exercise 4 [ Go? ]
  • Handout and programing resources [ Download ]

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