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AI-500 · AI security boundaries
This concept review develops the reasoning needed for ai security boundaries. Start by identifying the relevant assets, permissions, evidence and trust boundaries. Distinguish what the obser…
AI-500 · Application and API design
An API contract defines accepted inputs, authorization, outputs and failure behavior. Clients need predictable responses and safe handling of timeouts and retries. Validate data at the bound…
AI-500 · Azure AI application concepts
An AI application may need language processing, document extraction, search, vision or generative output. Start with the input, expected output and acceptable error, then select a capability…
AI-500 · Generative AI systems
A generative model produces output based on its learned patterns and the context it receives. Retrieval can supply relevant documents, but the model may still misunderstand or invent details…
AZ-305 · Design identity, governance, and monitoring solutions
Azure has a strict hierarchy and both RBAC role assignments and Azure Policy assignments inherit from the level where they are applied to everything beneath. A role granted at a management g…
AZ-305 · Design identity, governance, and monitoring solutions
A managed identity is a service principal that Azure creates and maintains for a resource such as a VM, App Service, Function or Logic App. The resource obtains tokens from the local identit…
AZ-305 · Design identity, governance, and monitoring solutions
Azure Policy evaluates resources during creation, update and on a periodic compliance scan. The effect decides what happens. Audit and AuditIfNotExists only mark resources non-compliant. Den…
AZ-305 · Design identity, governance, and monitoring solutions
Microsoft Entra Privileged Identity Management separates holding a role from using it. Users are made eligible for Owner, Global Administrator or any other role, and when they need it they a…
AZ-305 · Design identity, governance, and monitoring solutions
Conditional Access policies are if-then statements evaluated at authentication time. The conditions include user or group, application, sign-in and user risk from Identity Protection, locati…
AZ-305 · Design identity, governance, and monitoring solutions
Azure Monitor gathers metrics and logs from every layer, but interactive querying, alert rules on log data, workbooks and Microsoft Sentinel all sit on top of a Log Analytics workspace. Diag…
AZ-305 · Design identity, governance, and monitoring solutions
Azure Cost Management can slice spend by subscription, resource group and tag, so a consistent tagging strategy for cost center, environment and owner is the foundation of chargeback. Budget…
AZ-305 · Design data storage solutions
Azure Storage is one account with several services inside. Blob Storage holds unstructured objects accessed over HTTPS and is the default for backups, media, logs and static sites. Azure Fil…
AZ-305 · Design data storage solutions
Blob storage tiers get cheaper per gigabyte as you move from Hot to Cool to Cold to Archive, while the cost of reading data and the minimum retention rise. Cool expects data to sit for 30 da…
AZ-305 · Design data storage solutions
Azure SQL Database is a single database or elastic pool with the least to manage, ideal for new cloud applications. Azure SQL Managed Instance is a full SQL Server instance in a VNet with SQ…
AZ-305 · Design data storage solutions
Azure Cosmos DB is a multi-model database that replicates data to any Azure region with a click and can accept writes in every region. You choose the consistency level per account and can we…
AZ-305 · Design data storage solutions
Locally redundant storage keeps three copies in one datacenter and guards against disk and rack failure only. Zone-redundant storage spreads three synchronous copies across availability zone…
AZ-305 · Design business continuity solutions
Recovery point objective measures the maximum acceptable age of the data you restore, so it is set by how often you replicate or back up. Recovery time objective measures how quickly the ser…
AZ-305 · Design business continuity solutions
Azure Backup takes scheduled point-in-time copies of VMs, files, SQL and SAP workloads into a Recovery Services vault, with soft delete and immutability to protect against ransomware and rog…
AZ-305 · Design business continuity solutions
Active geo-replication creates up to four readable secondary databases in other regions, but each failover is per database and the application must change its connection string. Auto-failove…
AZ-305 · Design business continuity solutions
An availability set spreads VMs across fault domains, which are separate racks with independent power and switches, and update domains, which are groups that Azure reboots one at a time duri…
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