A passionate Data Scientist from Saint Petersburg
| Course | Description | Tooling |
|---|---|---|
| NLP | Advanced NLP techniques and applications | NLTK, Scikit-learn, Gensim, PyTorch, BigARTM, Seaborn |
| RecSys | Advanced recommender systems course | LightFM, LightGBM, PyTorch, RecBole, Gensim, NLTK, TensorFlow/Keras, SciPy, Scikit-learn, Implicit, RecTools |
| MLOps (infra, serving) | MLOps course | CatBoost, DVC, MLFlow, Docker, Gitlab CI, Minio S3, FastAPI, Prometheus, Grafana |
| Containers and Orchestration | Docker and Kubernetes practice | Docker, Docker Compose, Kubernetes, PostgreSQL, JupyterHub, Flask |
| Name | Description | Tooling |
|---|---|---|
| Salary prediction | Salary prediction based on resume for Rabota.ru | CatBoost, Scikit-learn, Streamlit |
| Smatched | Stable Diffusion makeup transfer web app | PyTorch, OpenCV, Pillow, Transformers, Streamlit |
| Road sign detection | Road sign detection with YOLOv5 | PyTorch, OpenCV, Streamlit |