Dockerizing dbt Transformations for Managed Airflow: Docker, dbt, and GCP Cloud Composer

Streaming data from PostgreSQL to BigQuery with Datastream

Orchestrating Pipelines with Dagster

Apache Kafka and ML use cases

Distributed Machine Learning Model Training with Spark (PySpark)

Serving Dog Breed Classification model with Seldon-Core, TensorFlow Serving and Streamlit

Deploy Airflow and Metabase in Kubernetes using Infrastructure-as-Code

A hands-on project with dbt, Streamlit, and PostgreSQL

A practical guide to A/B Testing in MLOps with Kubernetes and seldon-core

Modern Data Team Hats