Data Engineering Foundations
Start from zero: lakehouse concepts, Delta Lake, basic Spark, SQL on NATIS, and your first pipeline.
18 lessons · 12 hrs
Learn & Enable
NATIS Learning Paths
Structured, role-based learning journeys that take you from first principles to production expertise at your own pace.
⚡For Data Engineers
Production Pipeline Engineering
Build enterprise-grade ingestion, transformation, and orchestration pipelines with DataOps best practices.
22 lessons · 16 hrsDataOps & DevSecOps Mastery
CI/CD, Terraform, testing, deployment automation, and security for NATIS platform operations.
14 lessons · 10 hrs📊For Data Analysts & BI Teams
Analytics on NATIS
SQL analytics, semantic layer design, data storytelling, and self-service BI on the NATIS platform.
12 lessons · 8 hrsBI Integration & Dashboards
Connect Tableau, Power BI, and Looker to NATIS for governed self-service dashboards.
10 lessons · 6 hrs🧠For Data Scientists & AI Engineers
ML Engineering on NATIS
Feature engineering, experiment tracking, MLflow, model deployment, and inference serving end-to-end.
22 lessons · 16 hrsGenAI & LLM Applications
Build production RAG pipelines, vector search, LLM fine-tuning, and AI agents on NATIS data.
16 lessons · 12 hrs🏛️For Platform & Architecture Leaders
Data Platform Strategy
Enterprise architecture, governance model design, cost optimization, and team enablement for data leaders.
10 lessons · 6 hrsNATIS Architecture Patterns
Reference architectures for financial services, healthcare, retail, logistics, and government use cases.
12 lessons · 8 hrsReady to start learning?
Choose a path, complete the modules, and earn your NATIS certification to prove your expertise.