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AI-900T00: Introduction to AI in Azure
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Introduction
Audio Book: AI-900T00 - Introduction
Lesson 1: Introduction to AI in Azure
Lesson 1: Introduction to AI in Azure
Audio Book: Lesson 1: Introduction to AI in Azure
Podcast: Lesson 1: Introduction to AI in Azure
1.1.1 Introduction to AI
1.1.2 Generative AI
1.1.3 Computer vision
1.1.4 Speech
1.1.5 Natural language processing
1.1.6 Extract data and insights
1.1.7 Responsible AI
1.1.8 Summary
Activity: Short Answer/Fill- in- Blank
Activity: Knowledge check
1.2.1 Introduction
1.2.2 What is machine learning?
1.2.3 Types of machine learning
1.2.4 Regression
1.2.5 Binary classification
1.2.6 Multiclass classification
1.2.7 Clustering
1.2.8 Deep learning
1.2.9 Transformers
1.2.10 Summary
Activity: Drag and Drop
Activity: Knowledge check
1.3.1 Introduction
1.3.2 Define the problem
1.3.3 Get and prepare data
1.3.4 Train the model
1.3.5 Use Azure Machine Learning studio
1.3.6 Integrate a model
1.3.7 Summary
Activity: Sequence
Activity: Knowledge check
1.4.1 Introduction
1.4.2 What is generative AI?
1.4.3 How do language models work?
1.4.4 Understand how transformers advance language models
1.4.5 Understand differences in language models
1.4.6 Improve prompt results
1.4.7 Create responsible generative AI solutions
1.4.8 Summary
Activity: True/False
Activity: Knowledge check
1.5.1 Introduction
1.5.2 Understand generative AI applications
1.5.3 Understand tools to develop generative AI
1.5.4 Understand Azure AI Foundry's model catalog
1.5.5 Understand Azure AI Foundry capabilities
1.5.6 Understand observability
1.5.7 Summary
Activity: Sequence
Activity: Knowledge check
1.6.1 Introduction
1.6.2 Understand how language is processed
1.6.3 Understand statistical techniques for NLP
1.6.4 Understand semantic language models
1.6.5 Summary
Activity: Drag and drop
Activity: Knowledge check
1.7.1 Introduction
1.7.2 Understand natural language processing on Azure
1.7.3 Understand Azure AI Language's text analysis capabilities
1.7.4 Azure AI Language's conversational AI capabilities
1.7.5 Azure AI Translator capabilities
1.7.6 Get started in Azure AI Foundry
1.7.7 Summary
Activity: Drag and Drop
Activity: Knowledge check
1.8.1 Introduction
1.8.2 Understand speech recognition and synthesis
1.8.3 Get started with speech on Azure
1.8.4 Use Azure AI Speech
1.8.5 Summary
Activity: Carousel/Slideshow
Activity: Knowledge check
1.9.1 Introduction
1.9.2 Overview
1.9.3 Understand image processing
1.9.4 Machine learning for computer vision
1.9.5 Understand modern vision models
1.9.6 Summary
Activity: True/False
Activity: Knowledge check
1.10.1 Introduction
1.10.2 Understand Azure AI services for computer vision
1.10.3 Understand Azure AI Vision Image Analysis capabilities
1.10.4 Understand Azure AI Vision's Face service capabilities
1.10.5 Get started in Azure AI Foundry portal
1.10.6 Summary
Activity: Sequence
Activity: Knowledge check
1.11.1 Introduction
1.11.2 Overview
1.11.3 Understand the extraction of data from images
1.11.4 Understand the extraction of data from forms
1.11.5 Understand multimodal data extraction
1.11.6 Understand data extraction for knowledge mining
1.11.7 Summary
Activity: True/False
Activity: Knowledge check
1.12.1 Introduction
1.12.2 Azure AI services for information extraction
1.12.3 Extract information with Azure AI Vision
1.12.4 Extract multimodal information with Azure AI Content Understanding
1.12.5 Extract information from forms with Azure AI Document Intelligence
1.12.6 Create a knowledge mining solution with Azure AI Search
1.12.7 Summary
Activity: Sequence
Activity: Knowledge check
Resources
AI-900T00 Blueprint
AI-900T00 Detailed Curriculum
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AI-900T00: Introduction to AI in Azure
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