AI-900: Microsoft Azure AI Fundamentals

• Introduction
• 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

• Introduction
• 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

·        Introduction

·        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

·        Introduction

·        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

·        Introduction

·        Get started with image analysis on Azure

·        Exercise – Explore Computer Vision

·        Introduction

·        Understand classification

·        Get started with image classification on Azure

·        Exercise – Explore image classification

·        Introduction

·        What is object detection?

·        Get started with object detection on Azure

·        Exercise – Explore object detection

·        Introduction

·        Get started with Face analysis on Azure

·        Exercise – Explore face detection

·        Introduction

·        Get started with the Read API on Azure

·        Exercise – Explore optical character recognition with the Read API

·        Introduction

·        Get started with receipt analysis on Azure

·        Exercise – Explore form recognition

·        Introduction

·        Get started with text analysis

·        Exercise – Explore text analytics

·        Introduction

·        Get started with speech on Azure

·        Exercise – Explore speech

·        Introduction

·        Get started with translation in Azure

·        Exercise – Explore translation

·        Introduction

·        Get started with conversational language understanding

·        Exercise – Explore language understanding

·        Introduction

·        Get started with the Language service and Azure Bot Service

·        Exercise – Explore question answering