Coverage
<< Full coverage of Microsoft’s AI900 and AI102 with Labs and Projects >>
— Describe, plan & manage AI workloads
— Describe principles of machine learning on Azure
— Describe features of computer vision, natural language processing & Generative AI workloads on Azure
— Implement Generative AI Solutions
— Implement an agentic solution
— Implement computer vision solutions
— Implement natural language processing solutions
— Implement knowledge mining, information extraction solutions and document intelligence.
AI Project Scenarios
— AI Model for Dance Classification using Microsoft Azure.
— Automated Sentiment Analysis System for Amazon HD Camera Reviews
— Detect and analyze faces
— Extracts text from images or scanned documents
— Converts printed or handwritten text into machine-readable format.
— Identify a person wearing a pink jacket and track movements.
— Automating data entry from scanned documents.
— Enhancing customer onboarding and compliance checks.
— Processing forms for financial, legal or healthcare applications.
— Customer feedback insights for e-Commerce platforms.
— Recognizing medical terms, diseases and drug names from unstructured clinical narratives.
— AI-powered employee helpdesk assistance for HR portals.
— Customer support chatbot for Banking FAQs.
— Academic knowledge base for university students.
— News headline sentiment monitor.
Labs & Exercises
— Explore Azure AI services, Explore Automated Machine Learning in Azure Machine Learning Studio
— Analyze images, Detect faces, Read text in Vision Studio
— Use Question Answering model with Language Studio
— Use Conversational Language Understanding with Language Studio
— Explore Speech Studio, Explore Text Translation, Analyze text with Language Studio
— Extract form data in Document Intelligence Studio
— Explore an Azure AI Search index (UI)
— Explore generative AI with Microsoft Copilot
— Explore Azure AI Foundry, Explore Azure AI Content Safety
— Use prebuilt Document Intelligence models, Extract Data from Forms
— Analyze Images with Azure AI Vision, Read Text in Images, Detect and Analyze Faces, Classify Images with Azure AI Vision custom model, Analyze Video, Analyze and Translate Text.
— Create a Question Answering solution
— Create a conversational language understanding app
— Recognize and Synthesize Speech, Custom text classification, Translate speech
— Integrate Azure OpenAI into your app, Utilize prompt engineering in your app, Implement Retrieval Augmented Generation (RAG) with Azure OpenAI Service, Generate code, Generate images
— Create an Azure Cognitive Search Solution, Create a Custom Skill for Azure AI Search
— Create a Knowledge Store with Azure AI Search
— Use prebuilt Document Intelligence models, Extract Data from Forms