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Melania Radanović
Melania Radanović
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You can use Apache Spark on EMR to read data from S3, perform aggregations, and then write back to S3.
On Data aggregation, rolling average, grouping, and pivoting
I appreciate the examples given! Real-world scenarios make understanding so much easier.
On Isolating AWS resources
How do you handle large-scale data efficiently in an AWS ML pipeline?
On Debug and troubleshoot ML models.
Is it possible to integrate Route 53 with a third-party DNS provider?
On Integration of Route 53 with other AWS networking services (for example, Amazon VPC)
Negative: AWS DMS documentation needs improvement, found it hard to locate certain configuration options.
On Database migration tools (for example, AWS Database Migration Service [AWS DMS], AWS Schema Conversion Tool [AWS SCT])
ML is transformative but overkill for small datasets—stick with traditional methods in those cases.
On Determine when to use and when not to use ML.
Is there an efficient way to monitor unauthorized changes in S3 buckets?
On Setting up automated tools and scripts to perform regular audits (for example, by creating custom insights in Security Hub)
Does load balancing at layer 7 introduce significant latency due to content inspection?
On How load balancing works at layer 3, layer 4, and layer 7 of the OSI model
In scenarios with high SLAs, how effective is the combination of Direct Connect and VPN?
On VPN connectivity over Direct Connect
This blog post was exactly what I needed. Very informative!
On Security configurations (for example, IAM roles and permissions to allow for log collection)
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