Courses
Machine Learning, Statistics, and Uncertainty Quantification
- Stochastic Processes and Monte Carlo Methods (Penn State)
- Pattern Recognition and Machine Learning (Penn State)
- Structural Reliability Analysis (Penn State)
- Computational Intelligence and Analysis of Randomness (Penn State)
- Computational Design and Optimization (Penn State)
Earthquake and Structural Engineering
- Random Vibrations (Ferdowsi University of Mashhad)
- Seismic Structural Design (Ferdowsi University of Mashhad)
- Probabilistic Seismic Hazard Analysis (Ferdowsi University of Mashhad)
- Advanced Seismology (Ferdowsi University of Mashhad)
- Structural Rehabilitation and Retrofitting (Ferdowsi University of Mashhad)
- Structural Design for Dynamic Loads (Penn State)
- Structural Dynamics (Ferdowsi University of Mashhad)
- Theory of Elasticity and Plasticity (Ferdowsi University of Mashhad)
Online Courses and Specializations
| Program / Course | Institution |
|---|---|
| Deep Learning Specialization (5 Courses) | DeepLearning.AI |
| Reinforcement Learning Specialization (4 Courses) | University of Alberta |
| Mathematics for Machine Learning Specialization (3 Courses) | Imperial College London |
| Machine Learning | Stanford University |
| Bayesian Statistics: From Concept to Data Analysis | University of California, Santa Cruz |
| Interpretable Machine Learning | Duke University |
| Developing Explainable AI (XAI) | Duke University |
| Philosophy of Science | University of Pennsylvania |