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AWS-AIB · AI security boundaries
…. Removing citations afterward cannot undo disclosure through the answer. Model output is not inherently trusted code. Execution isolation, explicit capabilities and action validation limit …
AWS-AIB · Responsible AI evaluation
…icient. Responsible operation continues after release through monitoring and feedback; a one-time evaluation cannot capture every change in data or use. Worked example A model's overall accu…
AWS-AIF · AWS AI and machine learning
…mple A team wants managed access to foundation models through AWS APIs. Which service is relevant? Amazon Bedrock Bedrock provides foundation-model capabilities; network and infrastructure s…
AWS-AIP · AI security boundaries
…. Removing citations afterward cannot undo disclosure through the answer. Model output is not inherently trusted code. Execution isolation, explicit capabilities and action validation limit …
AWS-AIP · AWS AI and machine learning
…mple A team wants managed access to foundation models through AWS APIs. Which service is relevant? Amazon Bedrock Bedrock provides foundation-model capabilities; network and infrastructure s…
AWS-ANS · AWS network design
…name resolution. Trace traffic from the source subnet through each hop and back. Distinguish a routing failure from a security rule or DNS issue. Test the intended failure path as well as no…
AWS-CLF · Cloud Concepts
…ploy in multiple Regions with a few clicks. Match the phrase in the question to the advantage; the wording is deliberately close to these.
AWS-CLF · Cloud Concepts
…mprove procedures. Security: protect data and systems through identity, detection, infrastructure and data protection, and incident response. Reliability: recover from failures and scale to …
AWS-CLF · Cloud Concepts
…y, incident and change management. The framework runs through phases of envision, align, launch and scale. Hook: the first three perspectives are about the business side, the last three abou…
AWS-CLF · Cloud Concepts
… up in scenarios. Elasticity means capacity grows and shrinks automatically with demand, so you are not paying for idle servers overnight; EC2 Auto Scaling delivers it. High availability mea…
AWS-CLF · Security and Compliance
…AWS shared responsibility model divides work with one phrase. AWS is responsible for security of the cloud: the physical data centres, hardware, networking, and the software that runs manage…
AWS-CLF · Security and Compliance
…r closing the account. Day-to-day work should be done through IAM users or, better, IAM Identity Center with least-privilege permission sets. Compromise of root means compromise of everythin…
AWS-CLF · Security and Compliance
IAM identities come in three shapes. An IAM user is a permanent identity with a password or access keys, meant for one person or process. An IAM group collects users so policies can be attac…
AWS-CLF · Security and Compliance
Three detection services are easy to swap in a question. Amazon GuardDuty analyses CloudTrail events, VPC Flow Logs and DNS logs with threat intelligence and machine learning to spot comprom…
AWS-CLF · Cloud Technology and Services
AWS infrastructure is organised geographically. A Region is a physical area such as Ireland or Ohio containing multiple Availability Zones and most services are Region-scoped. An Availabilit…
AWS-CLF · Cloud Technology and Services
… Savings Plans give up to 72 percent off for a one or three year commitment; Savings Plans are more flexible because they commit to a spend amount rather than a specific instance type. Spot …
AWS-CLF · Cloud Technology and Services
…ability Zones can mount at the same time, growing and shrinking automatically. Amazon FSx offers managed Windows File Server and Lustre for specialised workloads. Instance store is ephemeral…
AWS-CLF · Billing, Pricing, and Support
…d sends alerts when actual or forecast values cross a threshold. The AWS Cost and Usage Report is the most detailed export for analysis. AWS Cost Anomaly Detection uses machine learning to f…
AWS-DOP · AWS workload operations
… operator needs an alert when an EC2 metric exceeds a threshold. Which service capability fits? A CloudWatch alarm CloudWatch alarms evaluate metrics and invoke configured notification or ac…
AWS-DOP · Delivery pipelines
…ce and test results, and promote the intended version through environments. Protect deployment credentials and define a recovery path. A green build only proves the configured checks passed;…
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