Your First NATIS Lakehouse
Create your first NATIS workspace, connect a data source, and run your first query in under 5 minutes.
Video + walkthrough
Learn & Enable
NATIS Tutorials
Step-by-step, practical tutorials for every skill level. Follow along and build real skills on the NATIS platform.
🚀Getting Started
Loading Data from S3 to NATIS
Ingest data from Amazon S3 into NATIS Delta tables using Auto Loader, the recommended streaming pattern.
Code + videoCreating a Dashboard from NATIS Data
Connect Power BI, Tableau, or Looker to NATIS and publish a live dashboard.
Video walkthrough⚡Data Engineering
Building a CDC Pipeline with Debezium + NATIS
Capture PostgreSQL changes in real time and land them into Delta Lake with schema evolution handling.
Code tutorialSpark Streaming on NATIS
Process Kafka streams, apply transformations, and write to Delta tables using Structured Streaming.
Notebook tutorialdbt + NATIS: Analytics Engineering
Set up dbt models, tests, and documentation for analytics transformations on NATIS.
Code tutorial🧠AI & Machine Learning
Train & Deploy a Churn Prediction Model
End-to-end ML tutorial: prep, feature engineering, training with MLflow, registry, and API deployment.
Notebook tutorialBuilding a RAG Chatbot on NATIS Data
Implement RAG using NATIS vector search, LangChain, and an open LLM.
Code + notebook🛡️Governance & Security
Unity Catalog Setup from Scratch
Configure metastore, permissions, external storage, and data lineage tracking.
Step-by-step guideRow-Level Security with Dynamic Views
Implement user-specific access restrictions using dynamic views and ABAC.
Code tutorialWant hands-on lab environments?
Try NATIS Hands-on Labs for guided, browser-based practice with no setup required.