Video course · 15 chapters · 833 min · certificate
Azure AI Engineer Associate Certification (AI-102) – Full Course to PASS the Exam
Andrew Brown's full AI-102 prep: exam guide and environment, translation lab, Azure AI Studio and LLM concepts, responsible AI and Azure AI services, logging and containers, LLM deployment and prompt engineering, Cohere models, prompt flow, fine-tuning, DALL-E, NLP, speech, document intelligence, content safety, LUIS and Q&A, Azure AI Search, vision, OCR and custom vision.
What you'll learn
- Navigate the AI-102 exam guide
- Use Azure AI Studio and deploy LLMs
- Apply responsible AI and monitor services
- Build prompt flows and fine-tune models
- Use language, speech and document intelligence services
- Implement Azure AI Search and vision
Chapters
15 chapters · 832:36-
28:14
01Intro Members
Introduction, exam guide and setup
AI-102.
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37:57
02Translator Members
Text translation lab
First lab.
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42:03
03Concepts Members
AI Studio and LLM concepts
GenAI fundamentals.
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42:01
04Responsible Members
Responsible AI and Azure AI services
Standards.
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24:00
05Containers Members
Logging and containers lab
Run services in containers.
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26:42
06Deploy Members
LLM lab, deployment types and prompts
Model deployment.
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16:55
07Cohere Members
Cohere model deployment
Other models.
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32:58
08Prompt flow Members
Web app, prompt flow and evaluation
Orchestrate.
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38:27
09Fine-tune Members
Fine-tuning, DALL-E and NLP
Customise and generate.
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25:27
10Services Members
Speech, document intelligence, content safety
More services.
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25:52
11Language Members
Content safety studio, LUIS, Q&A and Search
Understanding.
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38:38
12Search Members
AI Search, vectors and vision
Advanced search.
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24:15
13Vision Members
OCR, custom vision and document studio
Custom models.
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18:18
14Speech Members
Speech synthesis and translation
TTS and translation.
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410:49
15Recap Members
Final course recap
Exam ready.
Jobs this course suits
Our AI checked this course against 500 jobs; these get the most out of it. Each job links to its learning path.