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This is a recipe for docker container based architecture based on airflow, kafka,spark,docker

Example implementation running Airflow as separate services with docker-compose.

Full Machine Learning lifecycle with MLFlow, DVC, Docker, Kubernetes and Airflow on the cloud (AWS)

Workspace for Airflow training, inlcuding docker and docker compose

Docker image and docker-compose for airflow2 environment.

Docker Compose Template for Single Node Airflow 3.0

An opinionated implementation of exclusively using airflow DockerOperators for all Operators

A course by DataTalks Club that covers Spark, Kafka, Docker, Airflow, Terraform, DBT, Big Query etc

A production-grade MLOps pipeline for predicting telecom customer churn, featuring automated data preprocessing, ML model training, experiment tracking with MLflow, distributed training using PySpark, real-time inference via Kafka streaming, Airflow DAG orchestration, and Dockerized REST API depl... Read more

Apache Airflow Docker Image.