Microsoft
Building AI Cloud Apps with Microsoft Azure Specialization

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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

1,848 already enrolled

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Get in-depth knowledge of a subject
4.6

(21 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
4.6

(21 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

Advance your subject-matter expertise

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

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

Data Storage in Microsoft Azure for Associate Developers

Course 315 hours4.6 (29 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: Event-Driven Programming
Category: Cloud Services
Category: Cloud Applications
Category: Real Time Data
Category: C# (Programming Language)
Category: Cloud Development
Category: Cloud Storage
Category: Microsoft Azure
Category: Cloud Computing
Category: Distributed Computing
Category: Platform As A Service (PaaS)
Category: Microservices

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

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: MLOps (Machine Learning Operations)
Category: Supervised Learning
Category: Predictive Modeling
Category: Regression Analysis
Category: Artificial Intelligence (AI)
Category: Microsoft Azure
Category: Applied Machine Learning
Category: Data Transformation
Category: Classification And Regression Tree (CART)
Category: Machine Learning
Category: Artificial Intelligence
Category: Unsupervised Learning

Microsoft Azure Machine Learning

Course 711 hours4.4 (227 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: Event-Driven Programming
Category: Serverless Computing
Category: GitHub
Category: Cloud Applications
Category: Business Process Automation
Category: Cloud Development
Category: Event Monitoring
Category: Microsoft Azure
Category: Microsoft Visual Studio
Category: Application Programming Interface (API)
Category: Cloud API
Category: Application Deployment
Category: Microsoft Development Tools

Computer Vision in Microsoft Azure

Course 88 hours4.6 (98 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: Integrated Development Environments
Category: Microsoft Azure
Category: Web Applications
Category: Microsoft Development Tools
Category: Scalability
Category: Development Environment
Category: Containerization
Category: Cloud Applications
Category: ASP.NET
Category: Docker (Software)
Category: Continuous Deployment
Category: Microsoft Visual Studio
Category: Platform As A Service (PaaS)
Category: Application Deployment

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: Cloud Security
Category: Data Management
Category: Data Security
Category: Continuous Function
Category: Microsoft Azure
Category: Data Storage Technologies
Category: Key Management
Category: Measurement
Category: Application Development
Category: Analytics
Category: Data Storage
Category: Encryption
Category: Cloud Applications
Category: Cloud Storage
Category: Unstructured Data
Category: Combination

Introduction to GitHub Copilot

Course 102 hours4.5 (109 ratings)

What you'll learn

Skills you'll gain

Category: Testing code with AI
Category: GitHub
Category: Prompt Mastery
Category: Generative AI
Category: Computer Programming
Category: Integrated Development Environments
Category: Microsoft Visual Studio
Category: Computer Programming Tools
Category: Python Programming
Category: Artificial Intelligence
Category: Application Development
Category: Code refinement with AI

Instructor

 Microsoft
Microsoft
208 Courses1,370,936 learners

Offered by

Microsoft

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