Course Outline
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
Developing 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
Requirements
- Fundamental understanding of cloud computing concepts
- Practical experience with at least one programming language (Python, JavaScript, or C# preferred)
- Familiarity with web application development and databases
Target Audience
- Cloud developers and software engineers
- AI practitioners and data scientists interested in integrating cloud-based AI solutions
- IT professionals and DevOps engineers
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 6500 € + VAT*
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Testimonials (2)
pacing for the most part was fantastic. Michal was very good at ensuring the audience were engaged and ensured everyone was following along for the most part
Asif Shaikh - Carpmaels & Ransford
Course - Terraform on Microsoft Azure
The course, Trainer