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1. ml-job-manager ml-job-manager Public

   ML scientific job orchestration platform: FastAPI API, Celery Worker, PostgreSQL DB, RabbitMQ broker, and React frontend for spectral analysis, data preprocessing, and active‐learning workflows 🪐

   Python 1

2. spark-elk-docker-datasets-visualization spark-elk-docker-datasets-visualization Public

   Analysis of socio-economic and climatic data in the USA (1975-2020) using Apache Spark and ELK Stack 🌍

   Scala

3. sklearn-imblearn-seaborn-insurance-analysis sklearn-imblearn-seaborn-insurance-analysis Public

   Binary classification preprocessing benchmark for auto-insurance data: binning/discretization + Random UnderSampling & SMOTETomek + feature transformations/engineering + PCA dimensionality reductio…

   Jupyter Notebook

4. sklearn-pandas-matplotlib-lifespan-analysis sklearn-pandas-matplotlib-lifespan-analysis Public

   Regression analysis project predicting life expectancy with data preprocessing, feature engineering and Ridge Regression + Random Forest + AdaBoost models 📈

   Jupyter Notebook

5. postgresql-redis-cassandra-docker-comparison postgresql-redis-cassandra-docker-comparison Public

   Multi-database comparison project: PostgreSQL vs Redis vs Cassandra using the same Formula 1 dataset (modelling, ETL, analytics, Docker) 🗄️

   Lua

6. deeplearningai-machine-learning-tensorflow-course deeplearningai-machine-learning-tensorflow-course Public

   Projects and certificates from a machine learning course focused on TensorFlow and Keras, covering neural networks, CNNs, NLP, and time series analysis 🧠

   Jupyter Notebook 1