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1. oxford-pets-mlflow-augmentation oxford-pets-mlflow-augmentation Public

   Cat vs dog image classification with MobileNetV3, data augmentation experiments and MLflow tracking.

   Python

2. airflow-ml-retraining airflow-ml-retraining Public

   MLOps project using Apache Airflow to automate ML model retraining, validation and conditional deployment with Docker, Python, scikit-learn and RandomForestClassifier.

   Python

3. fastapi-ml-api fastapi-ml-api Public

   ML model serving project built with FastAPI and Docker. The API exposes prediction, health check and model info endpoints, with configuration prepared for deployment on Google Cloud Run

   Python

4. ml-model-monitoring-evidently ml-model-monitoring-evidently Public

   Machine learning monitoring project focused on detecting data drift and model performance degradation in production-like data using Python, scikit-learn and Evidently AI

   HTML

5. student-performance-predictor student-performance-predictor Public

   End-to-end ML web app using Python, scikit-learn, m2cgen and Vue. A Linear Regression model is trained in Python, exported to JavaScript and used for browser-based student performance prediction wi…

   Jupyter Notebook

6. lyrics-classifier lyrics-classifier Public

   Machine learning project for classifying Taco Hemingway albums from song lyrics using TF-IDF text features, Logistic Regression and scikit-learn

   Python