Kursplan

Introduction to Microsoft Azure

  • Overview of Azure services and cloud computing
  • Setting up an Azure subscription and environment
  • Understanding resource groups, virtual machines, and networking

Building Event-Driven and Serverless Architectures

  • Introduction to Azure Functions and serverless computing
  • Creating event-driven applications using Azure Event Grid and Service Bus
  • Developing serverless APIs and workflows

Managing Storage and Databases in Azure

  • Exploring Azure Storage (Blob, Table, Queue, File)
  • Managing Azure SQL Database and Cosmos DB
  • Integrating storage solutions into cloud applications

Deploying Web Applications in Azure

  • Understanding Azure App Service and deployment models
  • Building and deploying containerized applications using Docker
  • Scaling web applications using Kubernetes and Azure Container Instances

Integrating AI and Machine Learning in Cloud Apps

  • Introduction to Azure AI and Cognitive Services
  • Using Azure Machine Learning Studio to develop models
  • Implementing computer vision and natural language processing

DevOps and CI/CD in Azure

  • Setting up CI/CD pipelines using Azure DevOps
  • Managing infrastructure as code with Terraform and Bicep
  • Monitoring and logging applications using Azure Monitor

Enhancing Development with GitHub Copilot

  • Introduction to GitHub Copilot and AI-powered coding assistance
  • Using Copilot to write, debug, and optimize cloud application code
  • Best practices for leveraging AI-assisted coding in cloud development

Capstone Project: Building an AI-Powered Cloud Application

  • Designing a scalable AI cloud solution
  • Developing and deploying the application
  • Optimizing performance, security, and monitoring

Summary and Next Steps

Krav

  • Basic knowledge of cloud computing concepts
  • Experience with at least one programming language (Python, JavaScript, or C# preferred)
  • Familiarity with web application development and databases

Audience

  • Cloud developers and software engineers
  • AI practitioners and data scientists interested in cloud AI integration
  • IT professionals and DevOps engineers
 35 timmar

Antal deltagare


Price per participant

Vittnesmål (5)

Upcoming Courses

Relaterade Kategorier