Popular GitHub Repositories for Airflow Dags

Airflow DAGs repository synced for the MLOps plattform of the repository mlops-eks-mlplatform

In this project, you will create an end-to-end Airflow pipeline, integrated with MLflow, for CodePro, an EdTech startup, to perform lead scoring and maximize profitability while minimizing the Customer Acquisition Cost (CAC). The assignment involves data collection, preprocessing, and periodic model retraining within Airflow, alongside development

Airflow Pipeline for Lead Scoring to Maximize Profit with retraining pipeline and Development experimentation using mlflow

Personal project aimed at developing a ML service which resembles a production environment system

Automation of Iris flower classes Mlflow experimental logging and prediction

An end-to-end data science workflow that includes a Flask-based machine learning application, an automated ETL pipeline with Airflow for data extraction and transformation, and a comprehensive data analysis module using Pandas for statistical analysis, manipulation, and visualization.

Automated machine learning pipeline with Airflow and model experiments using MLflow

Repository demonstrates a complete end-to-end MLOps pipeline for building a weather forecasting model. By leveraging tools like DVC, Airflow, and MLFlow, we’ve created an automated, scalable, and reproducible workflow for collecting data, training models, and monitoring performance.