Skip to main content
Back to top
Ctrl
+
K
AINS6006 Big Data Management for AI Applications
Search
Ctrl
+
K
AINS6006: Big Data Management for AI Applications
Syllabus: AINS6006 Big Data Management for AI Applications
Module 1 Overview
Module 1 Book Prose
Module 1 Assignment: Data architectures for AI
Module 1: Data architectures for AI
Module 1 Narration
Module 1 Instructor Notes
Module 1 Rubric
Module 1 Lab: Data architectures for AI
Module 2 Overview
Module 2 Book Prose
Module 2 Assignment: Pipelines, orchestration, and quality
Module 2: Pipelines, orchestration, and quality
Module 2 Narration
Module 2 Instructor Notes
Module 2 Rubric
Module 2 Lab: Pipelines, orchestration, and quality
Module 3 Overview
Module 3 Book Prose
Module 3 Assignment: Storage, indexing, and retrieval
Module 3: Storage, indexing, and retrieval
Module 3 Narration
Module 3 Instructor Notes
Module 3 Rubric
Module 3 Lab: Storage, indexing, and retrieval
Module 4 Overview
Module 4 Book Prose
Module 4 Assignment: Distributed processing and scale
Module 4: Distributed processing and scale
Module 4 Narration
Module 4 Instructor Notes
Module 4 Rubric
Module 4 Lab: Distributed processing and scale
Module 5 Overview
Module 5 Book Prose
Module 5 Assignment: Metadata, lineage, and provenance
Module 5: Metadata, lineage, and provenance
Module 5 Narration
Module 5 Instructor Notes
Module 5 Rubric
Module 5 Lab: Metadata, lineage, and provenance
Module 6 Overview
Module 6 Book Prose
Module 6 Assignment: Cloud integration and cost control
Module 6: Cloud integration and cost control
Module 6 Narration
Module 6 Instructor Notes
Module 6 Rubric
Module 6 Lab: Cloud integration and cost control
Module 7 Overview
Module 7 Book Prose
Module 7 Assignment: Security and access governance
Module 7: Security and access governance
Module 7 Narration
Module 7 Instructor Notes
Module 7 Rubric
Module 7 Lab: Security and access governance
Module 8 Overview
Module 8 Book Prose
Module 8 Assignment: AI data platform readiness review
Module 8: AI data platform readiness review
Module 8 Narration
Module 8 Instructor Notes
Module 8 Rubric
Module 8 Lab: AI data platform readiness review
Index