Certification Guides
Prompts, Tokens and Temperature: AI Model Settings for AI-901
Understand the AI model settings AI-901 tests in objective 1.2: prompts, the system message, tokens, temperature and grounding - with exam cues.
Certification Guides
AI vs Machine Learning vs Deep Learning vs Generative AI (AI-901 Concepts)
A simple, exam-ready explanation of how AI, machine learning, deep learning and generative AI relate - the concept hierarchy AI-901 tests.
Certification Guides
Microsoft Foundry for AI-901: Generative AI Apps and Agents Explained
Microsoft Foundry is the heart of the AI-901 exam. Learn the model catalog, grounding/RAG, prompt flow, agents, and the build flow you need to know.
Certification Guides
Foundation Models, RAG & Prompt Engineering: The AIF-C01 Concepts That Trip People Up
Foundation models, RAG, and prompt engineering are the AWS AI Practitioner (AIF-C01) concepts candidates confuse most. Here's a clear explanation of each.
Certification Guides
Is the AWS AI Practitioner (AIF-C01) Worth It? Who It’s For and How to Pass
Is the AWS Certified AI Practitioner (AIF-C01) worth it? An honest look at who the new foundational AI cert is for, what it tests, and how to prepare.