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Melquisedeque da Cruz
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Great blog post on data ingestion patterns!
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Data ingestion patterns (for example, frequency)
Super detailed tutorial! Can't wait to dig in.
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IAM roles and policies
While serverless is convenient, it's not a one-size-fits-all solution. Traditional architectures still have their place.
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Serverless architectures
This blog really puts things in perspective for AWS alerting.
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AWS services that automate alerting (for example, Lambda, Amazon Simple Notification Service [Amazon SNS], Security Hub)
Thanks for the detailed explanation on architecture reliability.
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Evaluating existing architecture to determine areas that are not sufficiently reliable
Direct Connect Gateway allows you to connect your Direct Connect to multiple VPCs, which can simplify multi-region deployments.
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VPN connectivity over Direct Connect
Remember, tagging resources appropriately can also enhance visibility and control in AWS.
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Visibility and control over AWS infrastructure
Thank you for this detailed guide!
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Determine whether there is sufficient labeled data. Identify mitigation strategies. Use data labelling tools (for example, Amazon Mechanical Turk).
I'm glad this tutorial covered the importance of selecting the right learning rate for linear models. It's a key factor…
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Understand linear models (learning rate).
I found the section on IAM policies particularly useful.
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Using the AWS Well-Architected Tool to identify security gaps
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