Microsoft Azure AI Fundamentals (AI-900)


Course Number: MOC-AI-900

Duration: 1 day (6.5 hours)

Format: Live, hands-on

Azure AI Fundamentals Overview

This official Microsoft Course, AI-900:  Microsoft Azure AI Fundamentals training, introduces fundamental concepts related to artificial intelligence (AI) and the services in Microsoft Azure that can be used to create AI solutions. Students build awareness of common AI workloads and the ability to identify Azure services to support them. This course prepares students for the AI-900 exam for which every attendee receives a voucher.

Location and Pricing

This course is taught as a private, live online class for teams of 3 or more. To receive a quote for online corporate training, please contact us.

In addition, some Cloud courses are available as live, online classes for individuals.

Objectives

  • Explore Automated Machine Learning in Azure ML
  • Train and publish a regression model with Azure Machine Learning designer.
  • Train and publish a classification model with Azure Machine Learning designer
  • Use the Custom Vision service to create an image classification solution
  • Use the Face cognitive service to detect and analyze faces in images
  • Read text in images with the Computer Vision service
  • Use the built-in receipt processing capabilities of the Form Recognizer service
  • Use the Language service for text analysis
  • Recognize and synthesize speech by using Azure Cognitive Services
  • Perform text and speech translation using Azure Cognitive Services
  • Create applications in Conversational Language Understanding
  • Create a knowledge base with an Azure Bot Service bot

Prerequisites

All attendees should have experience using computers and the internet.

Outline

Expand All | Collapse All

Introduction
Getting started with AI on Azure
  • Understand machine learning
  • Understand anomaly detection
  • Understand computer vision
  • Understand natural language processing
  • Understand knowledge mining
  • Challenges and risks with AI
  • Understand responsible AI
Use Automated Machine Learning in Azure Machine Learning
  • What is machine learning?
  • What is Azure Machine Learning studio?
  • What is Azure Automated Machine Learning?
  • Understand the AutoML process
  • Explore Automated Machine Learning in Azure ML
Create a Regression Model with Azure Machine Learning Designer
  • Identify regression machine learning scenarios
  • What is Azure Machine Learning?
  • What is Azure Machine Learning designer?
  • Understand steps for regression
  • Explore regression with Azure Machine Learning designer
Create a Classification Model with Azure Machine Learning Designer
  • Identify classification machine learning scenarios
  • What is Azure Machine Learning?
  • What is Azure Machine Learning designer?
  • Understand the steps for classification
  • Explore classification with Azure Machine Learning design
  • Identify Clustering Machine Learning Scenarios
  • What is Azure Machine Learning?
  • What is Azure Machine Learning designer?
  • Understand the steps for clustering
Classify images with the Custom Vision service
  • Understand classification3 min
  • Get started with image classification on Azure
  • Explore image classification
Detect Objects in Images with the Custom Vision Service
  • What is object detection?
  • Get started with object detection on Azure
  • Explore object detection
Detect and Analyze Faces with the Face Service
  • Get started with Face analysis on Azure
  • Explore face detection
Read Text with the Computer Vision Service
  • Get started with the Read API on Azure
  • Explore optical character recognition with the Read API
Analyze Receipts with the Form Recognizer Service
  • Get started with receipt analysis on Azure
  • Explore form recognition
Analyze Text with the Language Service
  • Get started with text analysis
  • Explore text analytics
Recognize and Synthesize Speech
  • Get started with speech on Azure
  • Explore speech
Translate Text and Speech
  • Get started with translation in Azure
  • Explore translation
Create a Language Model with Conversational Language Understanding
  • Getting started with Conversational Language Understanding
  • Explore language understanding
Build a bot with the Language Service and Azure Bot Service
  • Get started with the Language service and Azure Bot Service3 min
  • Explore question answering
Conclusion

Training Materials

All Microsoft Azure AI Fundamentals training students receive Microsoft official courseware.

For all Microsoft Official Courses taught in their entirety that have a corresponding certification exam, an exam voucher is included for each participant.

Software Requirements

Attendees will not need to install any software on their computer for this class. The class will be conducted in a remote environment that Accelebrate will provide; students will only need a local computer with a web browser and a stable Internet connection. Any recent version of Microsoft Edge, Mozilla Firefox, or Google Chrome will be fine.



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