## Data Analysis Fundamentals

### Lab Assignments—Matlab version

### Lab Assignments—Python version

## Time Series Analysis: Theory and Practice

### Lab Assignments—Matlab version

### Lab Assignments—Python version

~~{Variance Ellipses} [ipynb]~~~~{Spectral Analysis} [ipynb]~~- {Wavelet Transform} ipynb
~~{Stochastic Modeling} [ipynb]~~

A Philosophy of Scientific Action pdf

## Previous Courses

- Ocean/Atmosphere Time Series Analysis: Theory and Practice. University of Oslo, May 23–27, 2016, Oslo, Norway. {18 students}.
- Ocean/Atmosphere Time Series Analysis: Theory and Practice. University of Oslo, May 8–12, 2017, Oslo, Norway. {24 students}.
- Innovations in Three Approaches to Time Series analysis: Fourier Spectra, Wavelets, and Stochastic Modeling. Lancaster University, March 6–7, 2018, Lancaster, UK. {38 students}.
- Ocean/Atmosphere Time Series Analysis: Theory and Practice. The Alfred Wegener Institute, Oct. 15–26, 2018, Bremerhaven, Germany. {23 students}.
- Fundamentals of Ocean/Atmosphere Data Analysis. University of Oslo, June 3–7, 2019, Oslo, Norway. {12 students}.
- Fundamentals of Ocean/Atmosphere Data Analysis. University of Oslo, May 11–15, 2020, taught via Zoom. {18 students}.
- Ocean/Atmosphere Time Series Analysis: Theory and Practice. University of Oslo, April 26–May 7, 2021, taught via Zoom. 18 students.
- Fundamentals of Ocean/Atmosphere Data Analysis. The Alfred Wegener Institute, October 18–22, 2021, taught via Zoom. 18 students.
- Ocean/Atmosphere Time Series Analysis: Theory and Practice. University of Hamburg, January 10–21, 2022, to be taught via Zoom. Forthcoming.
- Ocean/Atmosphere Time Series Analysis: Theory and Practice. The Alfred Wegener Institute, two weeks in 2022 (dates TBA), to be taught via Zoom. Forthcoming.