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Owen Rodriguez
Owen Rodriguez
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The blog didn't cover the deployment part in detail. Otherwise, it's very well-written.
On Monitor performance of the model.
Outlier detection seems to be one of the most debated topics in feature engineering.
On Analyze and evaluate feature engineering concepts (for example, binning, tokenization, outliers, synthetic features, one-hot encoding, reducing dimensionality of data).
Fantastic compilation of information here!
On Understanding the differences between licensing strategies (for example, Bring Your Own License [BYOL] model compared with included licenses)
For those implementing multicast in hybrid environments, be cautious about latency between on-prem and AWS.
On Implementing a multicast capability within a VPC and on-premises environments
Fantastic post! Helped me clear a lot of doubts regarding hybrid connectivity.
On Designing a redundant hybrid connectivity model with AWS services (for example, AWS Direct Connect, AWS Site-to-Site VPN)
Clear and concise content on network ACLs!
On Layer 2 and layer 3 (for example, VLANs, IP addressing, gateways, routing, switching)
How does Amazon Macie compare with traditional DLP solutions in terms of scalability?
On Automating the discovery of sensitive data at scale (for example, Amazon Macie)
This was so helpful, thank you!
On Defining groups, users, custom policies, and managed policies in compliance with the principle of least privilege
I found the post useful, but it would be great to include more examples.
On Service maps in AWS X-Ray
Amazon Data Lifecycle Manager can help in automating EBS snapshots, but what about cost implications?
On Automate snapshots and backups based on use cases (for example, RDS snapshots, AWS Backup, RTO and RPO, Amazon Data Lifecycle Manager, retention policy).