Skip to content

AI Data Infrastructure Track

AI Data Platform Engineering for Generative AI

Build the governed evidence plane behind RAG, agents, evaluation, and model adaptation through source authority, CDC, document processing, lineage, access control, indexes, deletion, reliability, and cost.

Data Engineer to AI Platform Architect
About 145 min · 3 labs
48 authored sections

Open before purchase

A useful preview, not a teaser

Read these complete sections to judge the technical depth, teaching style, and architecture standard before buying.

Preview 1

Course Contract: Make Evidence Dependable

An AI application is only as trustworthy as the evidence lifecycle behind its answer.

Preview 2

Separate Source Availability from Source Authority

The easiest copy to query is not necessarily the system permitted to define truth.

Preview 3

Use a Data Plane and a Control Plane

Separate movement of content from decisions about what may become usable.

Start the free preview

Complete curriculum

48 sections · 5 parts + data platform studio

Course orientation

  1. Course ContractFree

Part 1 · Establish Truth

  1. Source AuthorityFree
  2. Source LandscapeCourse Pass
  3. Batch, Stream, CDCCourse Pass
  4. Event ContractCourse Pass
  5. Raw EvidenceCourse Pass
  6. Canonical ModelCourse Pass
  7. Document ParsingCourse Pass
  8. Data QualityCourse Pass
  9. Identity and DedupCourse Pass
  10. LineageCourse Pass
  11. Reference ArchitectureFree

Part 2 · Govern Knowledge

  1. Security BoundaryCourse Pass
  2. Privacy ClassificationCourse Pass
  3. ACL PropagationCourse Pass
  4. ChunkingCourse Pass
  5. MetadataCourse Pass
  6. Embedding LifecycleCourse Pass
  7. Index ArchitectureCourse Pass
  8. FreshnessCourse Pass

Part 3 · Operate Pipelines

  1. OrchestrationCourse Pass
  2. IdempotencyCourse Pass
  3. BackfillsCourse Pass
  4. DeletionCourse Pass
  5. Schema EvolutionCourse Pass
  6. Training DataCourse Pass
  7. Evaluation DataCourse Pass
  8. FeedbackCourse Pass
  9. Multi-TenancyCourse Pass

Part 4 · Run the Platform

  1. ObservabilityCourse Pass
  2. SLOsCourse Pass
  3. CapacityCourse Pass
  4. CostCourse Pass
  5. ResilienceCourse Pass
  6. Disaster RecoveryCourse Pass
  7. GovernanceCourse Pass
  8. CatalogCourse Pass
  9. Incident ReviewCourse Pass
  10. Worked CaseCourse Pass

Part 5 · Architect and Prove

  1. CapstoneCourse Pass
  2. Decision RecordCourse Pass

Data Platform Studio

  1. Contract LabCourse Pass
  2. Deletion LabCourse Pass
  3. Release Gate LabCourse Pass
  4. AssessmentCourse Pass
  5. Interview QuestionsCourse Pass
  6. Cheat SheetCourse Pass
  7. ReferencesCourse Pass