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.
Good luck!
π Looking for content on a particular topic? Search the channel. If I have something it will be there!
β¬β¬β¬β¬β¬β¬ C H A P T E R S β° β¬β¬β¬β¬β¬β¬
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
β¬β¬β¬β¬β¬β¬ K E Y L I N K S π β¬β¬β¬β¬β¬β¬
βΊ Whiteboard:
π https://github.com/johnthebrit/CertificationMaterials/raw/main/whiteboards/AI-102-Whiteboard.png
βΊ Microsoft Learn material
π https://learn.microsoft.com/certifications/exams/ai-102/
βΊ Regenerate key REST example
π https://learn.microsoft.com/rest/api/cognitiveservices/accountmanagement/accounts/regenerate-key?tabs=HTTP
βΊ Network considerations
π https://learn.microsoft.com/azure/cognitive-services/cognitive-services-virtual-networks?tabs=portal
βΊ Microsoft Git repo with labs
π https://github.com/MicrosoftLearning/AI-102-AIEngineer
βΊ Pricing
π https://azure.microsoft.com/pricing/details/cognitive-services/
βΊ Containers for cognitive services
π https://learn.microsoft.com/azure/cognitive-services/cognitive-services-container-support
βΊ Languages for READ API
π https://learn.microsoft.com/azure/cognitive-services/Computer-vision/how-to/call-read-api#determine-how-to-process-the-data-optional
βΊ Language codes
π https://learn.microsoft.com/azure/cognitive-services/translator/language-support#translation
βΊ Immersive reader example
π https://learn.microsoft.com/azure/applied-ai-services/immersive-reader/overview
β¬β¬β¬β¬β¬β¬ Want to learn more? π β¬β¬β¬β¬β¬β¬
π Recommended Learning Path for Azure
π https://learn.onboardtoazure.com
π₯ Certification Content Repository
π https://github.com/johnthebrit/CertificationMaterials
π
Weekly Azure Update
π https://youtube.com/playlist?list=PLlVtbbG169nEv7jSfOVmQGRp9wAoAM0Ks
β Azure Master Class
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β DevOps Master Class
π https://youtube.com/playlist?list=PLlVtbbG169nFr8RzQ4GIxUEznpNR53ERq
π» PowerShell Master Class
π https://youtube.com/playlist?list=PLlVtbbG169nFq_hR7FcMYg32xsSAObuq8
π Certification Cram Videos
π https://youtube.com/playlist?list=PLlVtbbG169nHz2qfLvPsAz9CnnXofhmcA
π§ Mentoring Content
π https://youtube.com/playlist?list=PLlVtbbG169nGHxNkSWB0PjzZHwZ0BkXZZ
β Questions? Maybe I answered it in my FAQ
π https://savilltech.com/faq.html
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π https://johns-t-shirts-store.creator-spring.com/
π Enable the subtitles and from there you can translate to your native language via the auto-translate feature in settings! https://youtu.be/v5b53-PgEmI for a demo of using this feature.
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