YoVDO

Get started with Azure AI Services

Offered By: Microsoft via Microsoft Learn

Tags

Microsoft Azure Courses Artificial Intelligence Courses Network Security Courses REST APIs Courses Azure Machine Learning Courses Container Deployment Courses Azure Cognitive Search Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
  • Module 1: Prepare to develop AI solutions on Azure

    After completing this module, you will be able to:

    • Define artificial intelligence
    • Understand AI-related terms
    • Understand considerations for AI Engineers
    • Understand considerations for responsible AI
    • Understand capabilities of Azure Machine Learning
    • Understand capabilities of Azure AI Services
    • Understand capabilities of the Azure Bot Service
    • Understand capabilities of Azure Cognitive Search
  • Module 2: Learn to create and consume Azure AI services.

    After completing this module, you'll able to:

    • Create Azure AI services resources in an Azure subscription.
    • Identify endpoints, keys, and locations required to consume an Azure AI services resource.
    • Use a REST API and an SDK to consume Azure AI services.
  • Module 3: Learn to secure Azure AI services.

    After completing this module, you will know how to:

    • Consider authentication for Azure AI services
    • Manage network security for Azure AI services
  • Module 4: Learn to monitor Azure AI services.

    After completing this module, you will be able to:

    • Monitor Azure AI services costs.
    • Create alerts and view metrics for Azure AI services.
    • Manage Azure AI services diagnostic logging.
  • Module 5: Learn to deploy Azure AI services in containers

    After completing this module, learners will be able to:

    • Create containers for reuse
    • Deploy to a container and secure a container
    • Consume Azure AI services from a container

Syllabus

  • Module 1: Module 1: Prepare to develop AI solutions on Azure
    • Introduction
    • Define artificial intelligence
    • Understand AI-related terms
    • Understand considerations for AI Engineers
    • Understand considerations for responsible AI
    • Understand capabilities of Azure Machine Learning
    • Understand capabilities of Azure AI Services
    • Understand capabilities of the Azure Bot Service
    • Understand capabilities of Azure Cognitive Search
    • Knowledge check
    • Summary
  • Module 2: Module 2: Create and consume Azure AI services
    • Introduction
    • Provision an Azure AI services resource
    • Identify endpoints and keys
    • Use a REST API
    • Use an SDK
    • Exercise - Use Azure AI services
    • Knowledge check
    • Summary
  • Module 3: Module 3: Secure Azure AI services
    • Introduction
    • Consider authentication
    • Implement network security
    • Exercise - Manage Azure AI Services Security
    • Knowledge check
    • Summary
  • Module 4: Module 4: Monitor Azure AI services
    • Introduction
    • Monitor cost
    • Create alerts
    • View metrics
    • Manage diagnostic logging
    • Exercise - Monitor Azure AI services
    • Knowledge check
    • Summary
  • Module 5: Module 5: Deploy Azure AI services in containers
    • Introduction
    • Understand containers
    • Use Azure AI services containers
    • Exercise - Use a container
    • Knowledge check
    • Summary

Tags

Related Courses

Network Security
(ISC)² via Coursera 5G Network Fundamentals
Institut Mines-Télécom via Coursera 5G for Everyone
Qualcomm via Coursera AWS Advanced Networking Specialty (LA)
A Cloud Guru AWS Certified Advanced Networking - Specialty 2020
A Cloud Guru