ML Engineering
Set Up a Feature Store with Feast
An ML engineering tutorial to build a feature store with Feast for centralized feature management.
Tutorials
Step-by-step Data Engineering, ML Engineering & GenAI tutorials.
Practice the lifecycle from ingestion to monitoring with guided, production-grade missions.
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Data Engineering
Build a Real-Time Streaming Pipeline
A data engineering tutorial to build real-time streaming pipelines using Apache Kafka and Kafka Streams.
GenAI Applications
Build Your First RAG System
A GenAI tutorial to build a RAG system for document question answering using LangChain and vector databases.
ML Engineering
Deploy ML Models to Production
An ML engineering tutorial on deploying models with versioning, monitoring, and rollback strategies.
Data Engineering
Implement Data Quality Monitoring
A data engineering tutorial to implement automated data quality monitoring with Great Expectations and custom validators.
Data Engineering
Ship Your First Reliable Pipeline
A beginner data engineering tutorial to build ingestion, validation, and monitoring for a reliable pipeline.