AI Warehouse – The Governed Foundation for Custom AI Applications

Certify architects, developers, and domain experts in deploying open lakehouse architectures, managing continuous ML tracking pipelines, and hosting custom models safely. Data Ingestion ➔ Apache Hudi Lakehouse ➔ ML Flow Tracking & BYOM ➔ Governed App Deployment

Instructor-Led

20 hours

4 modules

Course Highlights

4 modules

Mastering ACID transactions, real-time upserts, and unified storage structures using Apache Hudi. Understanding how the storage layer integrates seamlessly on top of existing cloud warehouses without requiring data migration.

Restoring integrity to the AI pipeline. Designing systemic, automated data validation rules to flag, cleanse, and partition data before it ever reaches training models.

Establishing the AI Factory pipeline. Structuring rigorous lineage tracking to version your training data, log hyperparameters, and map exact software iterations to prevent model drift.

Designing a 10x force multiplier for technical teams. Creating custom, governed foundations that allow enterprise domain experts to safely integrate proprietary or open-source LLMs of choice (BYOM).

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$499.00

This course is coming soon. Enrollment is not yet open.

Level : Advanced

Modules : 4

Duration : 20 hours