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Microsoft AI Bootcamp for Educators – Azure AI Fundamentals

The Microsoft Artificial Intelligence (AI) Bootcamp for Educators is designed to provide educators and faculty from higher-education institutions, technical colleges, and other post-secondary...

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Duration 1 day
Course Code MSLEAIBOOTCAMPFUN
Available Formats Classroom

Overview

The Microsoft Artificial Intelligence (AI) Bootcamp for Educators is designed to provide educators and faculty from higher-education institutions, technical colleges, and other post-secondary institutions with the knowledge and skills to include AI-related training in their courses and programs of study. The AI Bootcamp for Educators trains educators and faculty on how to best deliver the AI- 900: Microsoft Azure AI Fundamentals course to enhance or develop an AI training program to empower students with the job skills needed to succeed in an AI-driven job market and provides an overview of the Microsoft Learn for Educators (MSLE) program, benefits, resources, content related to AI, and how to join.

Course Details

Outline

  • Fundamental AI Concepts
    • Introduction to AI
    • Generative AI
    • Computer vision
    • Speech
    • Natural language processing
    • Extract data and insights
    • Responsible AI
    • Knowledge check
  • Fundamentals of machine learning
    • What is machine learning?
    • Types of machine learning
    • Regression
    • Binary classification
    • Multiclass classification
    • Clustering
    • Deep learning
    • Azure Machine Learning
    • Exercise - Explore Automated Machine Learning in Azure Machine Learning
    • Knowledge check
  • Fundamentals of Azure AI services
    • AI services on the Azure platform
    • Create Azure AI service resources
    • Use Azure AI services
    • Understand authentication for Azure AI services
    • Exercise - Explore Azure AI Services
    • Knowledge check
  • Fundamentals of Computer Vision
    • Images and image processing
    • Machine learning for computer vision
    • Azure AI Vision
    • Exercise - Analyze images in Azure AI Foundry portal
    • Knowledge check
  • Fundamentals of Facial Recognition
    • Understand facial analysis
    • Get started with facial analysis on Azure
    • Exercise - Detect faces in Vision Studio
    • Knowledge check
  • Fundamentals of optical character recognition
    • Get started with Azure AI Vision
    • Get started with Vision Studio on Azure
    • Exercise - Read text in Vision Studio
    • Knowledge check
  • Fundamentals of Text Analysis with the Language Service
    • Understand Text Analytics
    • Get started with text analysis
    • Exercise - Analyze text in Azure AI Foundry portal
    • Knowledge check
  • Fundamentals of question answering with the Language Service
    • Understand question answering
    • Get started with custom question answering
    • Exercise - Use question answering with Language Studio
    • Knowledge check
  • Fundamentals of conversational language understanding
    • Describe conversational language understanding
    • Get started with conversational language understanding in Azure
    • Exercise - Use Conversational Language Understanding with Language Studio
    • Knowledge check
  • Fundamentals of Azure AI Speech
    • Understand speech recognition and synthesis
    • Get started with speech on Azure
    • Use Azure AI Speech
    • Exercise - Explore Speech in Azure AI Foundry portal
    • Knowledge check
  • Fundamentals of language translation
    • Understand translation concepts
    • Understand translation in Azure
    • Get started with translation in Azure
    • Exercise - Explore Azure AI Translator
    • Knowledge check
  • Fundamentals of Azure AI Document Intelligence
    • Explore capabilities of document intelligence
    • Understand Azure AI Document Intelligence capabilities
    • Exercise - Extract data from documents in Azure AI Foundry portal
    • Knowledge check
  • Fundamentals of Knowledge Mining and Azure AI Search
    • What is Azure AI Search?
    • Identify elements of a search solution
    • Create an index in the Azure portal
    • Query data in an Azure AI Search index
    • Exercise - Explore an Azure AI Search index (UI)
    • Knowledge check
  • Fundamentals of Generative AI
    • What is generative AI?
    • What are language models?
    • Using language models
    • Copilot and AI agents
    • Understand Microsoft Copilot
    • Considerations for prompts
    • Extending and developing copilot-like agents
    • Exercise - Explore generative AI in Azure AI Foundry portal
    • Knowledge check
  • Plan and prepare to develop AI solutions on Azure
    • What is AI?
    • Azure AI services
    • Azure AI Foundry
    • Developer tools and SDKs
    • Responsible AI
    • Exercise - Explore the Azure AI Foundry portal
    • Knowledge check
  • Responsible generative AI
    • Plan a responsible generative AI solution
    • Identify potential harms
    • Measure potential harms
    • Mitigate potential harms
    • Operate a responsible generative AI solution
    • Exercise - Explore content filters in Azure AI Studio
    • Knowledge check
  • Fundamentals of AI agents on Azure
    • What are AI agents?
    • Options for agent development
    • Azure AI Agent Service
    • Exercise - Explore AI Agent development
    • Knowledge check
  • Introduction to Microsoft Learn for Educators program
    • Evaluate Microsoft Learn for Educators, and why join?
    • Examine what is included in Microsoft Learn for Educators
    • Define the resources and benefits for my students
    • Demonstrate how to join Microsoft Learn for Educators
    • Knowledge check

Schedule

FAQ

How do I get a Microsoft exam voucher?

Pearson Vue Exam vouchers can be requested and ordered with your course purchase or can be ordered separately by clicking here.

  • Vouchers are non-refundable and non-returnable. Vouchers expire 12 months from the date they are issued unless otherwise specified in the terms and conditions.
  • Voucher expiration dates cannot be extended. The exam must be taken by the expiration date printed on the voucher.

Do Microsoft courses come with post lab access?

Most Microsoft official courses will include post-lab access ranging from 30 to 180 calendar days after instructor led course delivery. A lab training key in class will be provided that can be leveraged to continue connecting to a remote lab environment for the individual course attendee.

Does the course schedule include a Lunchbreak?

Lunch is normally an hour-long after 3-3.5 hours of the class day.

What languages are used to deliver training?

Microsoft courses are conducted in English unless otherwise specified.

Reviews

ExitCertified gave me some good trainings and I got to learn through doing labs.

The training was good but needed the basic skills of maximo before getting deep in the configuration of it.

Good training materials and lecture. And hands on lab and the instructor guiding was good.

It is very good and very simple instructions. almost to much hand holding.

this class was informative, made me think about certifying for the suse manager cert.