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

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Get in-depth knowledge of a subject
4.7

(18 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

(18 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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  • Learn in-demand skills from university and industry experts
  • Master a subject or tool with hands-on projects
  • Develop a deep understanding of key concepts
  • Earn a career certificate from Microsoft
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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

Skills you'll gain

Category: Microsoft Azure
Category: Serverless Computing
Category: Application Programming Interface (API)
Category: GitHub
Category: Microsoft Visual Studio
Category: Application Deployment
Category: Cloud Development
Category: Event Monitoring
Category: Business Process Automation
Category: Microsoft Development Tools
Category: Cloud Applications
Category: Event-Driven Programming
Category: Cloud API

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

Skills you'll gain

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

Data Storage in Microsoft Azure for Associate Developers

Course 315 hours4.6 (28 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

Skills you'll gain

Category: Cloud Storage
Category: Data Storage
Category: Microsoft Azure
Category: Data Security
Category: Data Storage Technologies
Category: Data Management
Category: Cloud Security
Category: Encryption
Category: Cloud Applications
Category: Unstructured Data
Category: Application Development
Category: Key Management

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

Skills you'll gain

Category: Virtual Machines
Category: Cloud Computing
Category: Application Deployment
Category: Linux
Category: MongoDB
Category: Microsoft Azure
Category: Angular
Category: Node.JS
Category: Infrastructure As A Service (IaaS)
Category: Javascript
Category: Web Applications
Category: Cloud Development

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

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: Machine Learning
Category: Microsoft Azure
Category: Natural Language Processing
Category: Artificial Intelligence
Category: Computer Vision
Category: Anomaly Detection
Category: Applied Machine Learning
Category: Data Ethics
Category: Image Analysis
Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Predictive Modeling
Category: Unsupervised Learning

Microsoft Azure Machine Learning

Course 711 hours4.4 (216 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

Skills you'll gain

Category: Applied Machine Learning
Category: Microsoft Azure
Category: Regression Analysis
Category: Machine Learning
Category: Supervised Learning
Category: Classification And Regression Tree (CART)
Category: Unsupervised Learning
Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Predictive Modeling
Category: Artificial Intelligence

Computer Vision in Microsoft Azure

Course 88 hours4.6 (92 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

Skills you'll gain

Category: Computer Vision
Category: Microsoft Azure
Category: Image Analysis
Category: Applied Machine Learning
Category: Application Programming Interface (API)
Category: Deep Learning
Category: Natural Language Processing
Category: Data Processing
Category: Artificial Intelligence
Category: Unstructured Data

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: Microsoft Azure
Category: Natural Language Processing
Category: Application Programming Interface (API)
Category: Unstructured Data
Category: Application Development
Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Cloud Services
Category: Text Mining
Category: Analytics
Category: Automation
Category: Artificial Intelligence

Introduction to GitHub Copilot

Course 102 hours4.5 (95 ratings)

What you'll learn

Skills you'll gain

Category: Computer Programming
Category: Microsoft Visual Studio
Category: Generative AI
Category: Computer Programming Tools
Category: GitHub
Category: Integrated Development Environments
Category: Python Programming
Category: Artificial Intelligence
Category: Application Development

Instructor

 Microsoft
Microsoft
206 Courses1,306,127 learners

Offered by

Microsoft

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