A local data platform can be built using Terraform and Docker to replicate cloud data architecture without incurring costs. This setup allows for hands-on experimentation and learning of data engineering concepts, utilizing popular open-source tools like Airflow, Minio, and DuckDB. The project emphasizes the use of infrastructure as code principles while providing a realistic environment for developing data pipelines.