[2022/04/08] A Short course for data-driven modeling (March 4 to April 8) by Prof. KC Park (CU Boulder, US)

Lectures on Data-Driven Modeling (DDM)

K. C. Park, Ann and HJ Smead Aerospace Eng. Science, University of Colorado, and CCS Graduate School of Green Transportation, KAIST

1. March 4: Data, statistical tools, and Markov process

2. March 11: DDM of linear second-order dynamical systems

3. March 18: Basic machine learning**

4. March 25: Dynamic Programming: its fundamentals

5. April 8: Koopman operator for nonlinear system identification