Microsoft Copilot & Azure AI
Introduction to AI in Azure (AI-900 Exam Prep)
Prepare for AI-900 in one day.
1 dayFoundation12 modulesAI-900Microsoft Certified: Azure AI Fundamentals
About this course
Prepare for AI-900 in one day. You will learn AI and machine learning concepts, model training, generative AI, natural language processing, computer vision and the Azure services behind them.
Curriculum
12 modules
- Generative AI
- Computer vision
- Speech
- Natural language processing
- Extract data and insights
- Responsible AI
- Module assessment
- What is machine learning?
- Types of machine learning
- Regression
- Binary classification
- Multiclass classification
- Clustering
- Deep learning
- Transformers
- Module assessment
- Define the problem
- Get and prepare data
- Train the model
- Integrate a model
- Monitor the model
- Module assessment
- What is generative AI?
- How do language models work?
- Understand how transformers advance language models
- Understand differences in language models
- Improve prompt results
- Create responsible generative AI solutions
- Module assessment
- Understand generative AI applications
- Understand tools to develop generative AI
- Understand Azure AI Foundry's model catalog
- Understand Azure AI Foundry capabilities
- Understand observability
- Module assessment
- Understand how language is processed
- Understand statistical techniques for NLP
- Understand semantic language models
- Module assessment
- Understand natural language processing on Azure
- Understand Azure AI Language's text analysis capabilities
- Azure AI Language's conversational AI capabilities
- Azure AI Translator capabilities
- Get started in Azure AI Foundry
- Module assessment
- Understand speech recognition and synthesis
- Get started with speech on Azure
- Use Azure AI Speech
- Module assessment
- Overview
- Understand image processing
- Machine learning for computer vision
- Understand modern vision models
- Module assessment
- Understand Azure AI services for computer vision
- Understand Azure AI Vision Image Analysis capabilities
- Understand Azure AI Vision's Face service capabilities
- Get started in Azure AI Foundry portal
- Module assessment
- Overview
- Understand the extraction of data from images
- Understand the extraction of data from forms
- Understand multimodal data extraction
- Understand data extraction for knowledge mining
- Module assessment
- Azure AI services for information extraction
- Extract information with Azure AI Vision
- Extract multimodal information with Azure AI Content Understanding
- Extract information from forms with Azure AI Document Intelligence
- Create a knowledge mining solution with Azure AI Search
- Module assessment
Who it's for
Anyone starting with AI on Azure, technical or not.
Before you start
- Experience using computers and the internet
- Interest in AI workloads and applications
- A basic understanding of math (interpreting charts, simple probability)
- Familiarity with fundamental programming concepts (helpful but not required)
Prepares for
Part of these Alalamia diplomas
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