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.

Machine Learning Engineering with MLflow, published by Packt

final project for Codigo Facilito MLOPS

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. 🐙💻

Machine learning project for evaluating higher education student performance

MLFlow HELM charts.

A mobile application that lets you write journal entries, tracks your mood and plays music for you, all powered by AI and automation.

🧠 ML training pipeline within our MLOps architecture. Manages the training, evaluation, and versioning of the CatBoost model.

This project demonstrates the full lifecycle management of a machine learning model, from development and versioning to deployment and monitoring in a production environment.

DetoxifyAI analyzes text content and classifies it as toxic or non-toxic using machine learning models (Logistic Regression and XGBoost) trained on social media datasets. The system provides confidence scores, enabling automated content moderation at scale. Pictures included in both the readme and contributions file!

This project presents an end-to-end machine learning solution to problem of predicting salary from job offers posted on linkedin.

Slides and associated files from given talks/presentations/seminars etc

Example how to run ML with DevOps

Developing delivery time estimation model using Neural Networks

Application d'analyse de sentiments de tweets - Projet 7 du parcours de formation AI Engineer d'Openclassrooms

ML models comparison and analysis with hyperparameter tuning and nested cross-validation

PREDICTING IMMUNIZATION DROP-OUTS

We need to estimate the typical price for a given property based on the price of similar properties and build an end-to-end pipeline that can be reused for that prediction task.

This is a follow along practice MLops project with full tutos available on Youtube and Hosted by DataTalksClub