#Generative AI

Certification Guides

Is Azure AI Fundamentals (AI-901) Worth It in the Age of Generative AI?

Is a fundamentals-level Azure AI credential worth your time when everyone already uses ChatGPT? Here's who the AI-901 exam is really for, and who should skip it.

Certification Guides

AI Agents Explained for AI-901: From Chatbots to Autonomous Assistants

What is an AI agent, and how does it differ from a chatbot? A clear, AI-901-ready explanation of agents, tools and actions in Microsoft Foundry.

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.