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ML-ASSOC Updates — Blueprint & Content Changes

Track changes to the ML-ASSOC study hub: syllabus mapping, cheat sheet refinements, practice coverage, resources, and copy updates.

On this page

2025-12-13 — v1.0 • Initial Release

Summary: First publication of the ML‑ASSOC study hub.

What’s included

  • Overview: what’s tested + how to prepare
  • Study Plan: 30/60/90-day schedules
  • Syllabus: objectives by topic with practice links
  • Cheatsheet: MLflow + feature engineering + evaluation pickers
  • Practice: app embed + suggested progression
  • FAQ: common candidate questions
  • Resources: official Databricks ML + MLflow docs

Impacted areas: Syllabus • Cheatsheet • Practice • Resources • Copy

Last reviewed: 2025-12-13

Resources