Automation of Iris flower classes Mlflow experimental logging and prediction

End-to-end ML project that show cases model training, model deployment to Azure, CICD & MLOps using Docker and Github Actions.

ML Monitoring with EvidentlyAI

final project for Codigo Facilito MLOPS

Building a full cycle of Machine learning Prediction App for Air quality

Testing Evidently AI open source python library

🎇✨ MLOps Mini-Projects & Use Cases ✨🎇 Explore hands-on MLOps projects! 🚀 From ML and DL to Generative AI, see how I deploy and manage models using cutting-edge tools. 🔧💻 Regular updates as I experiment with new MLOps solutions! 🎆🔥

This repository contains code to simulate model monitoring. It uses Evidently to compute metrics, PostgreSQL to store the computed metrics and Grafana to display the metrics

Project to deploy ML model using Docker and Kubernetes

MlOps demo project

This is likely featuring projects and resources related to AI. It may include code examples, tutorials related to AI concepts, algorithms, and applications.

End to End Machine Learning Observability Project

A machine learning program that estimates the amount of loan to be issued as seen in the dataset given. This program uses a simple hist gradient boosting regressor algorithm to estimate the likely loan user should be eligible for.

mlops zoomcamp capstone project

Comparison between several Python data profile libraries.

Evidently AI in tracking, analyzing, and visualizing machine learning model performance and data drift ensure their reliability over time.

MlOps Zoomcamp final project

Machine learning classification model with streamlit deployment.

Repository contains the detail about ML model deployment and building end-to-end ML pipeline for production

Predict bike-sharing demand using machine learning pipeline for MLOps-Zoomcamp project, optimizing bike distribution and availability.