Microsoft
Building AI Cloud Apps with Microsoft Azure Specialization
Microsoft

Building AI Cloud Apps with Microsoft Azure Specialization

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

 Microsoft

Instructor: Microsoft

Included with Coursera Plus

Get in-depth knowledge of a subject
4.7

(8 reviews)

Intermediate level

Recommended experience

2 months
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
4.7

(8 reviews)

Intermediate level

Recommended experience

2 months
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • 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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Taught in English
Recently updated!

October 2024

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Specialization - 10 course series

What you'll learn

  • Develop an Azure Function

  • Deploy an Azure Function

  • Evaluate Azure services for integration and process automation scenarios

  • Test an Azure Function

What you'll learn

  • 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

Data Storage in Microsoft Azure for Associate Developers

Course 315 hours4.5 (26 ratings)

What you'll learn

  • The basics of storage management in Azure

  • How to create a Storage Account

  • How to choose the right model for your data

What you'll learn

  • 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

What you'll learn

  • 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

Skills you'll gain

Category: Artificial Intelligence (AI)
Category: Computer Vision
Category: Microsoft Azure

What you'll learn

  • How to identify guiding principles for responsible AI

  • How to identify features of common AI workloads

Skills you'll gain

Category: Artificial Intelligence (AI)
Category: Microsoft Azure
Category: Machine Learning

Microsoft Azure Machine Learning

Course 711 hours4.4 (205 ratings)

What you'll learn

  • 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

Computer Vision in Microsoft Azure

Course 88 hours4.6 (88 ratings)

What you'll learn

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

  • How to identify common types of computer vision solutions

What you'll learn

  • 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

Skills you'll gain

Category: Analytics
Category: Continuous Function
Category: Combination
Category: Data Management
Category: Measurement

Introduction to GitHub Copilot

Course 102 hours4.6 (78 ratings)

What you'll learn

Skills you'll gain

Category: Prompt Mastery
Category: Code refinement with AI
Category: Testing code with AI

Instructor

 Microsoft
Microsoft
196 Courses1,087,689 learners

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Microsoft

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