OCI 1Z0-1122-25 Guide: OCI AI Foundations Associate
OCI 1Z0-1122-25 exam guide covering AI services, model basics, deployment choices, and governance decisions.
1Z0-1122-25 is a fundamentals-and-judgment exam. Strong answers usually come from choosing the right evaluation, data, and safety framing rather than the most fashionable AI term.
Overfitting: A model learning training-pattern noise too closely and performing worse on new data.
Grounding: Giving a model relevant external context so its output is constrained by useful source material.
What this guide emphasizes
AI and ML lifecycle basics
data quality, evaluation metrics, leakage, and model-risk fundamentals
generative AI and RAG at a conceptual level
responsible AI, governance, privacy, and operational safety
What strong answers usually do
classify the problem first as data, model, metric, or governance
choose evaluation and monitoring logic before talking about bigger models
treat privacy, bias, and safety as design concerns, not optional polish
separate AI foundations from product hype and vague buzzwords