DURATION: 1 Day
Course Outline
Module 01: Microsoft Azure AI Fundamentals: AI Overview
- Fundamental AI Concepts
- Fundamentals of machine learning
- Fundamentals of Azure AI services
- Exercise – Explore Automated Machine Learning in Azure Machine Learning
- Exercise – Explore Azure AI Services
Module 02: Microsoft Azure AI Fundamentals: Computer Vision
- Fundamentals of Computer Vision
- Fundamentals of Facial Recognition
- Fundamentals of optical character recognition
- Exercise – Analyze images in Vision Studio
- Exercise – Detect faces in Vision Studio
- Exercise – Read text in Vision Studio
Module 03: Microsoft Azure AI Fundamentals: Natural Language Processing
- Fundamentals of Text Analysis with the Language Service
- Fundamentals of question answering with the Language Service
- Fundamentals of conversational language understanding
- Fundamentals of Azure AI Speech
- Exercise – Analyze text with Language Studio
- Exercise – Use question answering with Language Studio
- Exercise – Use Conversational Language Understanding with Language Studio
- Exercise – Explore Speech Studio
Module 04: Document Intelligence and Knowledge Mining
- Fundamentals of Azure AI Document Intelligence
- Fundamentals of Knowledge Mining and Azure AI Search
- Exercise – Extract from data in Document Intelligence Studio
- Exercise – Explore an Azure AI Search index (UI)
Module 05: Microsoft Azure AI Fundamentals: Generative AI
- Fundamentals of Generative AI
- Fundamentals of Azure OpenAI Service
- Fundamentals of Responsible Generative AI
- Exercise – Explore generative AI with Bing Copilot
- Exercise – Explore Azure OpenAI Service
- Exercise – Explore content filters in Azure OpenAI
