Getting started with Microsoft Azure
- What is cloud computing?
- What is Azure?
- Managing Azure
- Subscription management, support, and billing
- Customizing the Azure portal interface
- Viewing billing, usage, and quotas data
Virtual machines in Microsoft Azure
- Creating and configuring Azure VMs
- Configuring Azure VM storage
- Creating a VM from the Azure portal using an Azure Marketplace image
- Verifying the functionality of the VM
- Configuring storage of a VM
Exploring Azure Storage:
- Understanding Azure Blob Storage for data storage.
- Azure File Storage for sharing data.
- Understanding options for relational database deployments
- Creating and connecting to Azure SQL databases
- Creating and configuring an Azure Storage account
General Introduction to AI and ML:
- Define what AI and ML are.
- Explain the differences between AI and ML.
- Provide historical context and milestones in AI and ML.
- Supervised, unsupervised, and reinforcement learning.
- Training data, testing data, and validation data.
Introduction to Azure AI:
- What is Azure AI?
- Benefits of Azure AI
- Azure AI vs. Other AI Platforms
- Getting Started with Azure AI
Azure AI Infrastructure:
- GPU instances and AI model training.
- Azure Kubernetes Service (AKS) for containerized AI workloads.
- Azure Machine Learning Compute for scalable training.
