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

Sponsored by Coursera Learning Team

Get in-depth knowledge of a subject
4.8

(10 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
4.8

(10 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

Skills you'll gain

Category: Cloud Services
Category: Microsoft Azure
Category: Cloud Platforms
Category: Cloud Solutions
Category: Cloud Computing
Category: Cloud Applications
Category: Cloud Computing Architecture
Category: Cloud Development
Category: Serverless Computing
Category: Cloud Infrastructure
Category: Application Deployment
Category: API Design
Category: Application Programming Interface (API)
Category: Cloud Hosting
Category: API Gateway
Category: Application Lifecycle Management
Category: Workflow Management
Category: Release Management
Category: Application Development
Category: Cloud Storage

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: Cloud Computing
Category: Cloud Platforms
Category: Cloud Solutions
Category: Microsoft Azure
Category: Cloud Services
Category: Cloud Computing Architecture
Category: Cloud Applications
Category: Cloud Development
Category: Web Services
Category: Hybrid Cloud Computing
Category: Cloud Engineering
Category: Cloud Infrastructure
Category: Application Development
Category: Public Cloud
Category: Cloud Storage
Category: Cloud Management
Category: C# (Programming Language)
Category: Service Oriented Architecture
Category: Information Technology Operations
Category: Multi-Cloud

Data Storage in Microsoft Azure for Associate Developers

Course 315 hours4.6 (27 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 Services
Category: Cloud Storage
Category: Cloud Platforms
Category: Data Storage Technologies
Category: Microsoft Azure
Category: Cloud Infrastructure
Category: Cloud Solutions
Category: IT Infrastructure
Category: Data Management
Category: Cloud Management
Category: Cloud Security
Category: Cloud Development
Category: Databases
Category: Data Architecture
Category: Cloud Applications
Category: Multi-Cloud
Category: Public Cloud
Category: Data Infrastructure
Category: Data Storage
Category: Information 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: Cloud Computing
Category: Virtual Machines
Category: Virtualization
Category: Virtualization and Virtual Machines
Category: Cloud Infrastructure
Category: Microsoft Azure
Category: Systems Administration
Category: Cloud Platforms
Category: Cloud Solutions
Category: Server Administration
Category: Cloud Services
Category: Node.JS
Category: Linux Servers
Category: MongoDB
Category: NoSQL
Category: Linux Administration
Category: Operational Databases
Category: Back-End Web Development
Category: Server Side
Category: Data Store

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: Microsoft Azure
Category: Application Lifecycle Management
Category: Cloud Services
Category: Cloud Solutions
Category: DevOps
Category: Application Deployment
Category: Release Management
Category: Cloud Platforms
Category: CI/CD
Category: Microsoft Development Tools
Category: Devops Tools
Category: Cloud Applications
Category: Scalability
Category: Cloud Development
Category: Continuous Delivery
Category: Continuous Deployment
Category: Application Development
Category: Development Environment
Category: Cloud Hosting
Category: Cloud Infrastructure

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: Computer Science
Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Artificial Intelligence
Category: Data Governance
Category: Cloud Services
Category: Cloud Solutions
Category: Cloud Computing
Category: Unsupervised Learning
Category: Natural Language Processing
Category: Anomaly Detection
Category: Cloud Platforms
Category: Computer Vision
Category: Microsoft Azure
Category: Data Ethics

Microsoft Azure Machine Learning

Course 711 hours4.4 (207 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: Machine Learning
Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Cloud Services
Category: Cloud Computing
Category: Cloud Platforms
Category: Cloud Solutions
Category: Microsoft Azure
Category: Public Cloud
Category: Cloud Applications
Category: Multi-Cloud
Category: Cloud Management
Category: Cloud Security
Category: Hybrid Cloud Computing
Category: Statistical Modeling
Category: Cloud Infrastructure
Category: Predictive Analytics
Category: Data Science
Category: Artificial Intelligence
Category: Predictive Modeling

Computer Vision in Microsoft Azure

Course 88 hours4.6 (90 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: Image Analysis
Category: Data Analysis
Category: Computer Vision
Category: Cloud Platforms
Category: Microsoft Azure
Category: Cloud Computing
Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Cloud Solutions
Category: Cloud Services
Category: Artificial Intelligence
Category: Data Science
Category: Cloud Management
Category: Hybrid Cloud Computing
Category: Computer Science
Category: Cloud Applications
Category: Cloud Security
Category: Cloud Infrastructure
Category: Multi-Cloud
Category: Public Cloud

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: Cloud Platforms
Category: Cloud Computing
Category: Cloud Services
Category: Cloud Solutions
Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Natural Language Processing
Category: Artificial Intelligence
Category: Computer Science

Introduction to GitHub Copilot

Course 102 hours4.5 (80 ratings)

What you'll learn

Skills you'll gain

Category: GitHub
Category: Version Control
Category: Generative AI
Category: Git (Version Control System)
Category: Software Development Tools
Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Computer Science
Category: Software Versioning
Category: Python Programming
Category: Computer Programming
Category: Artificial Intelligence
Category: Configuration Management
Category: Software Configuration Management

Instructor

 Microsoft
Microsoft
200 Courses1,143,372 learners

Offered by

Microsoft

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