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zeyudsai authored Nov 23, 2024
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Expand Up @@ -10,46 +10,46 @@ Ph.D. candidate in Statistics at TU Dortmund, working under the supervision of P

## Research Interests

- Bayesian Statistics
- Machine Learning
- Data Reduction Approaches
- High-Dimensional Complex Models
- Statistical Computing
* Bayesian Statistics
* Machine Learning
* Data Reduction Approaches
* High-Dimensional Complex Models
* Statistical Computing

## Teaching Experience

I have been involved in teaching the following courses at TU Dortmund:

- **Monte Carlo Simulation Methods**
* **Monte Carlo Simulation Methods**
*Advanced statistical computing techniques and simulation methods*

- **Statistical Learning and Big Data Analysis**
* **Statistical Learning and Big Data Analysis**
*Machine learning algorithms and big data processing*

- **Bayesian Statistics**
* **Bayesian Statistics**
*Theoretical foundations and practical applications*

- **Case Studies in Statistics**
* **Case Studies in Statistics**
*Real-world statistical analysis and problem solving*

## Technical Expertise

### Programming Languages & Tools
- **Advanced:** Python, R
- **Proficient:** SAS, Julia, SQL
- **Intermediate:** VBA, LaTeX, PySpark, PyTorch
* **Advanced:** Python, R
* **Proficient:** SAS, Julia, SQL
* **Intermediate:** VBA, LaTeX, PySpark, PyTorch

### Statistical Methods & Theory
- **Bayesian Methods:** MCMC, Prior Design, Model Selection
- **Machine Learning:** Gradient Boosting, Random Forests, SVMs
- **Deep Learning:** Neural Networks, RNN, LSTM, Bayesian Neural Networks
- **Statistical Modeling:** GLM, Time Series (ARIMA, GARCH, GJR-GARCH)
* **Bayesian Methods:** MCMC, Prior Design, Model Selection
* **Machine Learning:** Gradient Boosting, Random Forests, SVMs
* **Deep Learning:** Neural Networks, RNN, LSTM, Bayesian Neural Networks
* **Statistical Modeling:** GLM, Time Series (ARIMA, GARCH, GJR-GARCH)

### Software Development
- **Version Control:** Git
- **IDEs:** PyCharm, RStudio
- **Big Data:** Hadoop, Spark
- **Cloud Computing:** AWS
* **Version Control:** Git
* **IDEs:** PyCharm, RStudio
* **Big Data:** Hadoop, Spark
* **Cloud Computing:** AWS

## Recent Publications

Expand All @@ -65,6 +65,6 @@ Zeyu Ding, Katja Ickstadt, Alexander Munteanu

## Contact

- Email: [zeyu.ding@tu-dortmund.de](mailto:zeyu.ding@tu-dortmund.de)
- GitHub: [zeyudsai](https://github.com/zeyudsai)
- LinkedIn: [Zeyu Ding](https://www.linkedin.com/in/zeyu-ding-sai/)
* Email: [zeyu.ding@tu-dortmund.de](mailto:zeyu.ding@tu-dortmund.de)
* GitHub: [zeyudsai](https://github.com/zeyudsai)
* LinkedIn: [Zeyu Ding](https://www.linkedin.com/in/zeyu-ding-sai/)

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