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Anni Pelto
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Can we rely solely on Amazon Inspector for our security assessments?
On
Services that scan for vulnerabilities in compute workloads (for example, Amazon Inspector, Amazon Elastic Container Registry [Amazon ECR])
I think it's important to regularly review IAM policies to ensure they're still in line with security best practices.
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Security configurations (for example, IAM roles and permissions to allow for log collection)
I think optimization techniques are often underestimated. They play a pivotal role in training efficient models.
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Understand optimization techniques for ML training (for example, gradient decent, loss functions, convergence).
Can AWS Budgets help with identifying unused resources, or is it more of a cost management tool?
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Identifying unused resources by using AWS services and tools (for example, AWS Trusted Advisor, AWS Cost Explorer)
What are the best storage options for data archiving in AWS?
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Storage services and configurations for specific performance demands
Is there any best practice document from AWS on subnetting?
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IP subnets and solutions accounting for IP address overlaps
Awesome article. Helped me understand VPC Endpoints a lot better!
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Designing network flows to keep data off the public internet (for example, by using Transit Gateway, VPC endpoints, and Lambda in VPCs)
How do you handle versioning of machine learning models on AWS?
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Expose endpoints and interact with them.
The article was okay, but I think some parts could be more detailed.
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Integration patterns for content distribution networks and global traffic management with other services (for example, Elastic Load Balancing [ELB], Amazon API Gateway)
Is it possible to migrate from ECS to EKS seamlessly?
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Recognizing the appropriate use of different container options (for example, Amazon ECS, Amazon EKS)
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