Microsoft Azure AI Fundamentals

1 day
ai-900
1 days

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Date: currently not scheduled

Format: Classroom

Price: 450€


Date: currently not scheduled

Format: Remote Classroom

Price: 400€


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Get started with AI on Azure

Get started with AI on Azure

  • Introduction to AI
  • 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

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
  • Exercise - Explore Automated Machine Learning in Azure ML

Create a regression model with Azure Machine Learning designer

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
  • Exercise - Explore regression with Azure Machine Learning designer

Create a classification model 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 steps for classification
  • Exercise - Explore classification with Azure Machine Learning designer

Create a clustering model with Azure Machine Learning designer

Create a clustering model with Azure Machine Learning designer

  • Identify clustering machine learning scenarios
  • What is Azure Machine Learning?
  • What is Azure Machine Learning designer?
  • Understand steps for clustering
  • Exercise - Explore clustering with Azure Machine Learning designer

Analyze images with the Computer Vision service

Analyze images with the Computer Vision service

  • Get started with image analysis on Azure
  • Exercise - Explore Computer Vision

Classify images with the Custom Vision service

Classify images with the Custom Vision service

  • Understand classification
  • Get started with image classification on Azure
  • Exercise - Explore image classification

Detect objects in images with the Custom Vision service

Detect objects in images with the Custom Vision service

  • What is object detection?
  • Get started with object detection on Azure
  • Exercise - Explore object detection

Detect and analyze faces with the Face service

Detect and analyze faces with the Face service

  • Get started with Face analysis on Azure
  • Exercise - Explore face detection

Read text with the Computer Vision service

Read text with the Computer Vision service

  • Get started with the Read API on Azure
  • Exercise - Explore optical character recognition with the Read API

Analyze receipts with the Form Recognizer service

Analyze receipts with the Form Recognizer service

  • Get started with receipt analysis on Azure
  • Exercise - Explore form recognition

Analyze text with the Language service

Analyze text with the Language service

  • Get started with text analysis
  • Exercise - Explore text analytics

Recognize and synthesize speech

Recognize and synthesize speech

  • Get started with speech on Azure
  • Exercise - Explore speech

Translate text and speech

Translate text and speech

  • Get started with translation in Azure
  • Exercise - Explore translation

Create a language model with Conversational Language Understanding

Create a language model with Conversational Language Understanding

  • Getting started with Conversational Language Understanding
  • Exercise - Explore language understanding

Build a bot with the Language Service and Azure Bot Service

Build a bot with the Language Service and Azure Bot Service

  • Get started with the Language service and Azure Bot Service
  • Exercise - Explore question answering

This course introduces fundamentals concepts related to artificial intelligence (AI), and the services in Microsoft Azure that can be used to create AI solutions. The course is not designed to teach students to become professional data scientists or software developers, but rather to build awareness of common AI workloads and the ability to identify Azure services to support them. The course is designed as a blended learning experience that combines instructor-led training with online materials on the Microsoft Learn platform (<a href="https://azure.com/learn">https://azure.com/learn</a>). The hands-on exercises in the course are based on Learn modules, and students are encouraged to use the content on Learn as reference materials to reinforce what they learn in the class and to explore topics in more depth.

The Azure AI Fundamentals course is designed for anyone interested in learning about the types of solution artificial intelligence (AI) makes possible, and the services on Microsoft Azure that you can use to create them. You don’t need to have any experience of using Microsoft Azure before taking this course, but a basic level of familiarity with computer technology and the Internet is assumed. Some of the concepts covered in the course require a basic understanding of mathematics, such as the ability to interpret charts. The course includes hands-on activities that involve working with data and running code, so a knowledge of fundamental programming principles will be helpful.

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