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1. mlops-zoomcamp-project mlops-zoomcamp-project Public

   e2e MLOps on GCP - PySpark, Pandas, Sciki-learn, XGBoost, Prefect, MLflow, FastAPI, Flask, Evidently AI

   HTML 3

2. machine-learning-zoomcamp-capstone-01 machine-learning-zoomcamp-capstone-01 Public

   Dockerized Flask service - scoring if a customer will default. Pandas, Sciki-learn, XGBoost, Flask, Docker

   Jupyter Notebook

3. machine-learning-zoomcamp-capstone-02 machine-learning-zoomcamp-capstone-02 Public

   TensorFlow, image classifier, transfer-learning, model serving, Docker, Kubernetes, Kind cluster

   Jupyter Notebook

4. data-engineering-zoomcamp-capstone-01 data-engineering-zoomcamp-capstone-01 Public

   A dockerized 5 min. mini-batch data pipeline. Spark Structured Streaming: reading from Kafka to PostgreSQL as a sink DB. Airflow, Kafka, PySpark, PostgreSQL, Streamlit

   Python 10 1

5. llm-zoomcamp-capstone-01 llm-zoomcamp-capstone-01 Public

   A dockerized RAG application based on PC game reviews pulled from the Steam store. Featuring a Flask app running on Elasticsearch vector database. As an addition PostgreSQL for logging and Grafana …

   Jupyter Notebook 1

6. classify-stock-growth-for-trading classify-stock-growth-for-trading Public

   Daily ETL and ML with Docker, PostgreSQL, Airflow, and XGBoost on pre-selected stocks. Finally, react as web-app

   Python