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AI-102: Designing and Implementing a Microsoft Azure AI Solution
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Course Schedule
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Lab 01: Get Started With Azure AI Services
Lab 02: Analyze Images with Azure AI Vision
Lab 03: Read Text in Images
Lab 04: Classify Images with a Azure AI Vision Custom Model
Lab 05: Analyze Text
Lab 06: Create a Question Answering Solution
Lab 07: Create a Language Understanding Model with the Language Service
Lab 08: Recognize and Synthesize Speech
Lab 09: Integrate Azure Open AI Into Your App
Lab 10: Utilize Prompt Engineering In Your App
Lab 11: Use Your Own Data With Azure Open AI
Lab 12: Create a Custom Skill for Azure AI Search
Lab 13: Extract Data From Forms
Session Recordings
Course Recording Week 1
Prepare for AI Engineering
Prepare to develop AI solutions on Azure
Provision and Manage Azure AI Services
Create and consume Azure AI Services
Secure Azure AI Services
Monitor Azure AI Services
Deploy Azure AI services in containers
Process and Translate Text with Azure AI Services
Extract insights from text with the Azure AI Language service
Translate text with the Azure AI Translator service
Process and Translate Speech with Azure AI Speech Services
Create speech-enabled apps with Azure AI services
Translate speech with the Azure AI Speech service
Create a Language Understanding Solution with Azure AI Language
Build a conversational language understanding model
Publish and use an Azure AI Language Understanding app
Build a Question Answering Solution
Build a question answering solution
Build Custom Text Analytics Solutions
Create a custom text classification solution
Custom Named Entity Recognition
Create Conversational AI Solutions
Create a bot with the Bot Framework SDK
Create a Bot with the Bot Framework Composer
Create Computer Vision Solutions with Azure AI Vision
Analyze images
Analyze video
Classify images
Detect objects in images
Detect, analyze, and recognize faces
Extract Text from Images and Documents
Read Text in Images and Documents with the Azure AI Vision Service
Extract data from forms with Azure Document Intelligence
Implement Knowledge Mining with Azure Cognitive Search
Create an Azure Cognitive Search solution
Create a custom skill for Azure Cognitive Search
Create a knowledge store with Azure Cognitive Search
Enrich a search index using Language Studio
Implement advanced search features in Azure Cognitive Search
Build an Azure Machine Learning custom skill for Azure Cognitive Search
Search data outside the Azure platform in Azure Cognitive Search using Azure Data Factory
Maintain an Azure Cognitive Search solution
Use semantic search to get better search results in Azure Cognitive Search
Improve search results using vector search in Azure Cognitive Search
Develop Generative AI Solutions with Azure OpenAI Service
Get started with Azure OpenAI Service
Build natural language solutions with Azure OpenAI Service
Apply prompt engineering with Azure OpenAI Service
Generate code with Azure OpenAI Service
Generate images with Azure OpenAI Service
Use your own data with Azure OpenAI Service
Fundamentals of Responsible Generative AI
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Course info
AI-102: Designing and Implementing a Microsoft Azure AI Solution
Course Duration
:
28
Skill Level
:
Beginner
