AI-102 Designing and Implementing an Azure AI Solution is intended for software developers wanting to build AI infused applications that leverage Azure AI Services, Azure AI Search, and Azure OpenAI. The course will use C# or Python as the programming language.
Before attending this course, students must have:
If you are new to artificial intelligence, and want an overview of AI capabilities on Azure, consider completing the Azure AI Fundamentals certification before taking this one.
Prepare to develop AI solutions on Azure
Create and consume Azure AI Services
Secure Azure AI Services
Monitor Azure AI Services
Deploy Azure AI services in containers
Analyze images
Classify images
Detect, analyze, and recognize faces
Read Text in Images and Documents with the Azure AI Vision Service
Analyze video
Analyze text with Azure AI Language
Build a question answering solution
Build a conversational language understanding model
Create a custom text classification solution
Custom named entity recognition
Translate text with Azure AI Translator service
Create speech-enabled apps with Azure AI services
Translate speech with the Azure AI Speech service
Create an Azure AI Search solution
Create a custom skill for Azure AI Search
Create a knowledge store with Azure AI Search
Plan an Azure AI Document Intelligence solution
Use prebuilt Form Recognizer models
Extract data from forms with Azure Document Intelligence
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
Implement Retrieval Augmented Generation (RAG) with Azure OpenAI Service
Fundamentals of Responsible Generative AI