Exam AI-102 Designing and Implement MS Azure AI Solution
Candidates for Exam AI-102 should have subject matter expertise building, managing, and deploying AI solutions that leverage Azure Cognitive Services, Azure Cognitive Search, and Microsoft Bot Framework.Candidates for this exam should be proficient in C#, Python, or JavaScript and should be able to use REST-based APIs and SDKs to build computer vision, natural language processing, knowledge mining, and conversational AI solutions on Azure. They should also understand the components that make up the Azure AI portfolio and the available data storage options. Plus, candidates need to understand and be able to apply responsible AI principles.
I have prepared this practice test course for all those candidates who are planning of taking AI-102 exam in near future.
This is an Unofficial course and this course is not affiliated, licensed or trademarked with Microsoft in any way.
AI-102 Exam Topics covered :-
Plan and manage an Azure Cognitive Services solution (15-20%)
Select the appropriate Cognitive Services resource
Plan and configure security for a Cognitive Services solution
Create a Cognitive Services resource
Plan and implement Cognitive Services containers
Implement Computer Vision solutions (20-25%)
Analyze images by using the Computer Vision API
Extract text from images
Extract facial information from images
Implement image classification by using the Custom Vision service
Implement an object detection solution by using the Custom Vision service
Analyze video by using Video Indexer
Implement natural language processing solutions (20-25%)
Analyze text by using the Text Analytics service
Manage speech by using the Speech service
Translate language
Build an initial language model by using Language Understanding Service (LUIS)
Iterate on and optimize a language model by using LUIS
Manage a LUIS model
Implement knowledge mining solutions (15-20%)
Implement a Cognitive Search solution
Implement an enrichment pipeline
Implement a knowledge store
Manage a Cognitive Search solution
Manage indexing
Implement conversational AI solutions (15-20%)
Create a knowledge base by using QnA Maker
Design and implement conversation flow
Create a bot by using the Bot Framework SDK
Create a bot by using the Bot Framework Composer
Integrate Cognitive Services into a bot