Menu
AI-900T00 Introduction to AI in Azure
- 1 Day Course
- Language: English
Introduction:
Artificial Intelligence is one of the most in-demand skill areas today. According to LinkedIn’s 2024 Jobs on the Rise report, AI-related roles are growing at a 21% annual rate, making foundational skills in this field more valuable than ever.
The AI-900T00: Introduction to AI in Azure course provides a fast-paced, one-day introduction to AI fundamentals and Microsoft Azure AI services. This course is not designed to turn you into a professional data scientist or developer, but rather to give you a solid understanding of common AI workloads, key concepts like generative AI and machine learning, and the Azure tools available to support them.
Through expert-led instruction and hands-on labs built on Microsoft Learn modules, you’ll gain practical experience working with Azure AI services for natural language processing, computer vision, speech, and information extraction, while also learning about responsible AI practices.
Objectives:
After completing this course, you will be able to:
Describe common AI workloads and use cases
Gain a knowledge of machine learning concepts including classification, regression, clustering, and deep learning
Explore generative AI concepts, language models, and prompt engineering basics
Work with Azure AI services for natural language processing, speech, vision, and information extraction
Apply responsible AI principles when designing AI solutions
Navigate Azure AI Foundry and leverage model catalogs and observability tools
Course Outline:
1 – Introduction to AI concepts
- Generative AI
- Computer vision
- Speech
- Natural language processing
- Extract data and insights
- Responsible AI
- Module assessment
2 – Introduction to machine learning concepts
- What is machine learning?
- Types of machine learning
- Regression
- Binary classification
- Multiclass classification
- Clustering
- Deep learning
- Transformers
- Module assessment
3 – Design a machine learning model training solution
- Define the problem
- Get and prepare data
- Train the model
- Integrate a model
- Monitor the model
- Module assessment
4 – Introduction to generative AI concepts
- 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
5 – Get started with generative AI on Azure
- 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
6 – Introduction to natural language processing concepts
- Understand how language is processed
- Understand statistical techniques for NLP
- Understand semantic language models
- Module assessment
7 – Get started with natural language processing on Azure
- 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
8 – Get started with speech on Azure
- Understand speech recognition and synthesis
- Get started with speech on Azure
- Use Azure AI Speech
- Module assessment
9 – Introduction to computer vision concepts
- Overview
- Understand image processing
- Machine learning for computer vision
- Understand modern vision models
- Module assessment
10 – Get started with computer vision on Azure
- 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
11 – Introduction to AI-powered information extraction concepts
- 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
12 – Get started with AI-powered information extraction on Azure
- 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
Enroll in this course
$595.00 – $695.00