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Liepa Asphaug
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I would like to see more on integrating IaC with CI/CD pipelines.
On
Deployment best practices with infrastructure as code (IaC) (for example, AWS CloudFormation template hardening and drift detection)
Which part confused you? Usually, data grouping is done using the `GROUP BY` clause in SQL, similar to other database…
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Data aggregation, rolling average, grouping, and pivoting
To add, CloudWatch is more about performance monitoring, while CloudTrail is about auditing and compliance.
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Amazon CloudWatch metrics, agents, logs, alarms, dashboards, and insights in AWS architectures to provide visibility
How do you monitor latency in hybrid environments?
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Troubleshoot hybrid and private connectivity issues.
Start by using IAM roles to manage permissions efficiently, and make sure to set proper buffer sizes for data transfer.
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Implementing log delivery solutions
What is the primary advantage of using Random Forests over Decision Trees?
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XGBoost, logistic regression, k-means, linear regression, decision trees, random forests, RNN, CNN, ensemble, transfer learning
Is there a specific instance type you'd recommend for running TensorFlow in a production environment?
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Understand AWS infrastructure (for example, instance types) and cost considerations.
I've had issues with BGP peering in a VPC setup. Any insights on troubleshooting this?
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Routing fundamentals (for example, dynamic compared with static, BGP)
What are the key differences between Savings Plans and Reserved Instances?
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AWS purchasing options (for example, Reserved Instances, Savings Plans, Spot Instances)
I think the blog could have delved deeper into error handling and retry mechanisms.
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Event-driven architectures (for example, fan out, event streaming, queuing)
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