Microsoft
Building AI Cloud Apps with Microsoft Azure 专项课程
Microsoft

Building AI Cloud Apps with Microsoft Azure 专项课程

Master Azure cloud development and building AI solutions. Learn how to create scalable, intelligent cloud applications using Microsoft Azure.

 Microsoft

位教师: Microsoft

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推荐体验

2 月 完成
在 10 小时 一周
灵活的计划
自行安排学习进度
深入学习学科知识
4.6

(44 条评论)

中级 等级

推荐体验

2 月 完成
在 10 小时 一周
灵活的计划
自行安排学习进度

您将学到什么

  • Develop and deploy create event-driven, serverless architectures with Microsoft Azure

  • Manage and select appropriate Microsoft Azure storage solutions

  • Deploy and manage containerized web applications using Azure App Service

  • Integrate Microsoft Azure machine learning, computer vision, and natural language processing into software solutions 

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授课语言:英语(English)

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  • 通过 Microsoft 获得职业证书

专业化 - 10门课程系列

Build Serverless Applications

Build Serverless Applications

第 1 门课程17小时

您将学到什么

  • Develop an Azure Function

  • Deploy an Azure Function

  • Evaluate Azure services for integration and process automation scenarios

  • Test an Azure Function

您将获得的技能

类别:Serverless Computing
类别:Microsoft Azure
类别:GitHub
类别:Application Programming Interface (API)
类别:Event-Driven Programming
类别:Cloud Development
类别:Cloud API
类别:Microsoft Development Tools
类别:Event Monitoring
类别:Business Process Automation
类别:Microservices
类别:Cloud Applications

您将学到什么

  • How Azure Functions enable the creation of event-driven, compute-on-demand systems that can be triggered by various external events.

  • Implement the publish-subscribe pattern in the cloud using Azure Queue storage

  • Use Azure Service Bus topics and queues in a distributed architecture to ensure reliable communications

  • Connect sending and receiving applications with Event Hubs so you can handle extremely high loads without losing data

您将获得的技能

类别:Microsoft Azure
类别:Event-Driven Programming
类别:Cloud Development
类别:Microservices
类别:Cloud Storage
类别:Platform As A Service (PaaS)
类别:Distributed Computing
类别:Cloud Services
类别:Communication Systems
类别:Real Time Data
类别:Cloud Applications
类别:C# (Programming Language)
类别:Middleware

您将学到什么

  • The basics of storage management in Azure

  • How to create a Storage Account

  • How to choose the right model for your data

您将获得的技能

类别:Data Storage
类别:Cloud Storage
类别:Microsoft Azure
类别:Data Storage Technologies
类别:Authentications
类别:Cloud Security
类别:Unstructured Data
类别:Data Security
类别:Cloud Applications
类别:Analytics
类别:Data Management
类别:Data Architecture
类别:Key Management
类别:Application Development

您将学到什么

  • Learn how to create, configure, and manage virtual machines on Linux and Windows that host web apps

  • Create and manage a virtual machine. Work with Windows virtual machines in Azure

  • Build a run a web application with the MEAN stack

  • Create and manage a Linux virtual machine

您将获得的技能

类别:Virtual Machines
类别:Microsoft Azure
类别:MongoDB
类别:Node.JS
类别:Linux
类别:Infrastructure As A Service (IaaS)
类别:Javascript
类别:Service Management
类别:Virtualization
类别:Application Deployment
类别:Cloud Applications
类别:Cloud Hosting
类别:Cloud Development
类别:Web Applications
类别:Virtualization and Virtual Machines
类别:Linux Administration
类别:Linux Servers

您将学到什么

  • Use deployment slots to streamline deployment and roll back a web app in Azure App Service

  • Implement and deploy a web app to Azure App Service

  • Use the publishing features of Visual Studio 2019 to deploy and manage an ASP.NET Core web application hosted on Azure

  • Deploy and run a containerized web app with Azure App Service

您将获得的技能

类别:Microsoft Azure
类别:Docker (Software)
类别:Scalability
类别:Application Deployment
类别:Microsoft Visual Studio
类别:Continuous Deployment
类别:ASP.NET
类别:Integrated Development Environments
类别:Cloud Applications
类别:Platform As A Service (PaaS)
类别:Web Applications
类别:Development Environment
类别:Containerization

您将学到什么

  • How to identify guiding principles for responsible AI

  • How to identify features of common AI workloads

您将获得的技能

类别:Microsoft Azure
类别:Machine Learning
类别:Artificial Intelligence
类别:Responsible AI
类别:Data Ethics
类别:Anomaly Detection
类别:Computer Vision
类别:Natural Language Processing
类别:Artificial Intelligence and Machine Learning (AI/ML)
Microsoft Azure Machine Learning

Microsoft Azure Machine Learning

第 7 门课程11小时

您将学到什么

  • How to describe capabilities of no-code machine learning with Azure Machine Learning Studio

  • How to identify core tasks in creating a machine learning solution

  • How to describe core machine learning concepts

  • How to identify common machine learning types

您将获得的技能

类别:Microsoft Azure
类别:Machine Learning
类别:Regression Analysis
类别:Machine Learning Algorithms
类别:Supervised Learning
类别:Unsupervised Learning
类别:Predictive Modeling
类别:Applied Machine Learning
类别:Artificial Intelligence and Machine Learning (AI/ML)
类别:No-Code Development
类别:Automation
类别:Artificial Intelligence
Computer Vision in Microsoft Azure

Computer Vision in Microsoft Azure

第 8 门课程8小时

您将学到什么

  • How to identify Azure tools and services for computer vision tasks

  • How to identify common types of computer vision solutions

您将获得的技能

类别:Computer Vision
类别:Microsoft Azure
类别:Machine Learning
类别:Unstructured Data
类别:Artificial Intelligence
类别:Application Development
类别:Natural Language Processing
类别:Data Processing
类别:Deep Learning
类别:Image Analysis

您将学到什么

  • How to describe features of Natural Language Processing (NLP) workloads on Azure

  • How to identify features of common NLP Workload Scenarios

  • How to identify Azure tools and services for NLP workloads

您将获得的技能

类别:Natural Language Processing
类别:Microsoft Azure
类别:Analytics
类别:Cloud API
类别:Artificial Intelligence and Machine Learning (AI/ML)
类别:Application Development
类别:Text Mining
类别:Artificial Intelligence
类别:Unstructured Data
Introduction to GitHub Copilot

Introduction to GitHub Copilot

第 10 门课程2小时

您将学到什么

您将获得的技能

类别:Prompt Engineering
类别:Application Development
类别:Generative AI
类别:Microsoft Copilot
类别:Development Environment
类别:Computer Programming
类别:Integrated Development Environments

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位教师

 Microsoft
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