Automated Tool for Optimized Modelling
MLflow workshop held at Applied Machine Learning Days 2020 in Lausanne
MLOps for deploying a Credit Risk model
MLFlow End to End Workshop at Chandigarh University
Machine Learning Engineering with MLflow, published by Packt
final project for Codigo Facilito MLOPS
This project aims to build an end-to-end loan default prediction system for a Non-Banking Financial Institution (NBFI). The system is designed to ingest, clean, process, and predict loan default probabilities while ensuring model deployment, monitoring, and automated CI/CD.
An end-to-end MLOps pipeline for a production-grade fraud detection model. This project demonstrates best practices including data versioning (DVC), experiment tracking (MLflow), CI/CD (GitHub Actions), containerization (Docker), deployment on GKE, and advanced model analysis (poisoning attacks, drift, fairness, explainability).
Machine learning project for evaluating higher education student performance
Chat-O-Llama is a user-friendly web interface for managing conversations with Ollama, featuring persistent chat history. Easily set up and start your chat sessions with just a few commands. 🐙💻
Implémentation complète d’un modèle de scoring crédit avec MLflow, optimisation du seuil de probabilité, interprétation SHAP et déploiement d’une API prédictive sur Heroku.
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