~/databricks-machine-learning-professional · Model Deployment ▊
← Databricks Certified Machine Learning Professional
DATABRICKS · objective · 33% of the exam
Model Deployment
Exam objectives are the official skill domains Databricks Certified Machine Learning Professional tests. Below are the official DATABRICKS docs our questions on this objective cite — review them, then practise.
Sign in to track your progress on this objective.
Official references for this objective
-
Databricks — Running LLaMA at Scale: Production Inference on Databricks Model Serving | Databricks
We’ll cover validation checks—A/B tests, golden sets—plus the cost model we used to compare against our internal vLLM-based stack
-
Databricks — Operating Scalable AI for Games: From LLM Intelligence to Real-Time ML Systems | Databricks
we discuss the practical tradeoffs behind latency, cost reduction, feature consistency, serving stability, and scale-out architecture