Microsoft Azure AI Fundamentals
Beskrivelse
Kurset giver dig det centrale overblik over gængse AI workloads, og hvordan du identificerer de rigtige Azure services til at understøtte organisationens behov for AI-løsninger i Azure. På kurset er der en række hands-on øvelser, hvor vi arbejder med data og kører mindre kodestykker.
Du får desuden en grundlæggende forståelse af kunstig intelligens, en introduktion til Azure AI og Azure OpenAI Service. Vi gennemgår også vigtige principper inden for Machine Learning i Azure, og du lærer at forstå funktionerne i NLP-programmet (Natural Language Processing) i Azure. Endelig giver vi dig en introduktion til Azure Cognitive Search.
Certificeringspakker
Moduloversigt
- Modul 1AI Overview
Artificial Intelligence (AI) empowers amazing new solutions and experiences; and Microsoft Azure provides easy to use services to help you get started.
Lessons:
- Fundamental AI Concepts
- Fundamentals of machine learning
- Fundamentals of Azure AI services
- Modul 2Computer Vision
Computer vision is an area of artificial intelligence (AI) in which software systems are designed to perceive the world visually, through cameras, images, and video. There are multiple specific types of computer vision problem that AI engineers and data scientists can solve using a mix of custom machine learning models and platform-as-a-service (PaaS) solutions - including many AI services in Microsoft Azure.
Lessons:
- Fundamentals of Computer Vision
- Fundamentals of Facial Recognition
- Fundamentals of optical character recognition
- Modul 3Natural Language Processing
Natural language processing supports applications that can see, hear, speak with, and understand users. Using text analytics, translation, and language understanding services, Microsoft Azure makes it easy to build applications that support natural language.
Lessons:
- 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
- Modul 4Document Intelligence and Knowledge Mining
Explore two AI workloads: document intelligence and knowledge mining.
Lessons:
- Fundamentals of Azure AI Document Intelligence
- Fundamentals of Knowledge Mining and Azure AI Search
- Modul 5Generative AI
Generative AI is a form of artificial intelligence in which models are trained to generate new original content based on natural language input. In other words, you can describe a desired output in normal everyday language, and the model can respond by creating appropriate text, image, code, and more.Take this learning path to get started with generative AI. In it, you'll:Understand how language models form the foundation of generative AIDescribe how Azure AI Studio provides access to the latest generative AI technologyUnderstand how generative AI applications, such as copilots, support efficienciesDescribe copilot prompts and responsesDescribe how Microsoft's responsible AI principles drive ethical AI advancements
Lessons:
- Fundamentals of Generative AI
- Introduction to Azure AI Studio
- Responsible generative AI in AI Studio
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