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مهدیس مرادی
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Binning can sometimes oversimplify the data. Use it judiciously.
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Analyze and evaluate feature engineering concepts (for example, binning, tokenization, outliers, synthetic features, one-hot encoding, reducing dimensionality of data).
Passed the SCS-C02 exam today, thanks to recommendations from this tool.
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Using the AWS Well-Architected Tool to identify security gaps
If you need more control, consider using AWS KMS for server-side encryption.
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Implementing log delivery solutions
Awesome post! Thumbs up!
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AWS Organizations and AWS Resource Access Manager (AWS RAM) (for example, multi-account Transit Gateway, Direct Connect, Amazon VPC, Route 53)
Use lifecycle policies to automate transitioning and schedule them during off-peak times to minimize impact.
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Appropriate storage solutions to address hot and cold data requirements
The Reserved Instances vs. On-Demand Instances section was very helpful. Thanks!
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Understand AWS infrastructure (for example, instance types) and cost considerations.
Great post! Any real-world use cases shared?
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Securing outbound traffic flows from AWS (for example, Network Firewall, proxies, Gateway Load Balancers)
Anyone faced difficulties transitioning from VPN to Direct Connect?
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Connectivity methods for AWS and hybrid networks (for example, Direct Connect gateway, Transit Gateway, VIFs)
Super useful, especially the part on instance fleets.
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High-performing systems architectures (for example, auto scaling, instance fleets, placement groups)
Has anyone integrated CloudWatch log group retention policies with Terraform for lifecycle management?
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Designing automatic lifecycle management for AWS services and resources (for example, Amazon S3, EBS volume snapshots, RDS volume snapshots, AMIs, container images, CloudWatch log groups, Amazon Data Lifecycle Manager)
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