AI-102 Study Cram - Azure AI Engineer Associate Certification
A study cram for the AI-102 Designing and Implementing a Microsoft Azure AI Solution exam which will get you the Azure AI Engineer Associate certification.
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▬▬▬▬▬▬ C H A P T E R S ⏰ ▬▬▬▬▬▬
00:00 - Introduction
01:27 - Recommended learning
06:19 - Responsible AI
10:41 - What is AI
15:49 - Azure ML
17:22 - Azure Cognitive Services
28:14 - Deploying to Azure
37:12 - Network protection
39:15 - REST API and SDK
44:40 - Pricing and monitoring
49:53 - Deploying to containers
57:08 - Visual Perception services
1:11:03 - Language Understanding
1:21:01 - Question answering and text analysis
1:25:41 - Translation
1:27:36 - Speech services
1:31:43 - Speech translation
1:34:28 - Decision making
1:37:03 - Forms recognizer and other pre-built
1:41:51 - Bot service
1:45:28 - Cognitive service
1:55:42 - Azure OpenAI services
2:04:11 - Summary
▬▬▬▬▬▬ K E Y L I N K S 🔗 ▬▬▬▬▬▬
► Whiteboard:
🔗 https://github.com/johnthebrit/CertificationMaterials/raw/main/whiteboards/AI-102-Whiteboard.png
► Microsoft Learn material
🔗 https://learn.microsoft.com/certifications/exams/ai-102/
► Regenerate key REST example
🔗 https://learn.microsoft.com/rest/api/cognitiveservices/accountmanagement/accounts/regenerate-key?tabs=HTTP
► Network considerations
🔗 https://learn.microsoft.com/azure/cognitive-services/cognitive-services-virtual-networks?tabs=portal
► Microsoft Git repo with labs
🔗 https://github.com/MicrosoftLearning/AI-102-AIEngineer
► Pricing
🔗 https://azure.microsoft.com/pricing/details/cognitive-services/
► Containers for cognitive services
🔗 https://learn.microsoft.com/azure/cognitive-services/cognitive-services-container-support
► Languages for READ API
🔗 https://learn.microsoft.com/azure/cognitive-services/Computer-vision/how-to/call-read-api#determine-how-to-process-the-data-optional
► Language codes
🔗 https://learn.microsoft.com/azure/cognitive-services/translator/language-support#translation
► Immersive reader example
🔗 https://learn.microsoft.com/azure/applied-ai-services/immersive-reader/overview
▬▬▬▬▬▬ Want to learn more? 🚀 ▬▬▬▬▬▬
📖 Recommended Learning Path for Azure
🔗 https://learn.onboardtoazure.com
🥇 Certification Content Repository
🔗 https://github.com/johnthebrit/CertificationMaterials
📅 Weekly Azure Update
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⚙ DevOps Master Class
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💻 PowerShell Master Class
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🎓 Certification Cram Videos
🔗 https://youtube.com/playlist?list=PLlVtbbG169nHz2qfLvPsAz9CnnXofhmcA
🧠 Mentoring Content
🔗 https://youtube.com/playlist?list=PLlVtbbG169nGHxNkSWB0PjzZHwZ0BkXZZ
❔ Questions? Maybe I answered it in my FAQ
🔗 https://savilltech.com/faq.html
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