AI-103 Certification Tutorials

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AI-103 CERTIFICATION PREP

AI-103: Azure AI Apps & Agents

Microsoft Foundry, generative AI, RAG pipelines, AI agents, computer vision, text analysis, document intelligence — every exam domain covered in depth.

9 in-depth tutorials

01AI-103 Study Guide

Every exam objective mapped, all five domains, 6-week study plan, resources, and exam day tips.

02Microsoft Foundry Platform

Hubs, Projects, Model Catalog, serverless vs managed compute, Playground, Prompt Flow, and endpoints.

03Security & Responsible AI

Entra ID, managed identity, Content Safety, Prompt Shields, groundedness detection, and Responsible AI principles.

04Prompt Engineering

System messages, zero-shot, few-shot, chain-of-thought, temperature, JSON mode, grounding, and injection defense.

05RAG Pipelines & AI Search

Azure AI Search, vector search, hybrid retrieval, semantic ranking, chunking strategies, and integrated vectorization.

06AI Agents & Orchestration

Responses API, function calling, code interpreter, agent memory, multi-agent patterns, and evaluation.

07Computer Vision

Image Analysis 4.0, Custom Vision, OCR, Face API, Spatial Analysis, and Content Understanding.

08Text Analysis & Speech

Sentiment, NER, PII detection, CLU, summarization, Translator, Speech-to-Text, and Text-to-Speech.

09Document Intelligence & Extraction

Prebuilt and custom models, composed models, classifiers, AI Search skillsets, and Content Understanding.

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