NATIS Lakehouse Fundamentals
Explore the NATIS UI, create a catalog, load sample data, and run your first Spark SQL queries in a live environment.
Learn & Enable
NATIS Hands-on Labs
Browser-based interactive labs with real NATIS environments. No setup, no installs, just learn by doing.
馃煝Beginner Labs
Delta Lake CRUD Operations
Practice INSERT, UPDATE, MERGE, DELETE, and time-travel on Delta tables. See ACID guarantees in action.
NATIS SQL Quickstart
Run SQL analytics on sample retail data: JOINs, window functions, aggregations, and semantic layer queries.
馃數Intermediate Labs
Build a Streaming Pipeline
Ingest simulated IoT events from Kafka into Delta Lake with schema validation and deduplication.
dbt Transformation on NATIS
Configure dbt models, staging and marts, run tests, and generate documentation on NATIS.
Unity Catalog & Row Security
Set up catalog hierarchy, assign RBAC permissions, configure row-level filtering, and audit access.
馃煟Advanced Labs
MLflow End-to-End ML Lab
Train a fraud model, track experiments with MLflow, register the best model, and deploy to REST endpoint.
CI/CD Pipeline for NATIS with GitHub Actions
Build deployment automation for NATIS jobs and notebooks using Terraform + GitHub Actions.
NATIS Performance Tuning Lab
Diagnose slow queries, optimize cluster sizing, use Delta caching, and implement Z-ordering.
All labs are free to start
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