Profile

Melânia da Cruz
Melânia da Cruz
This user account status is Approved
About About
Posts Posts
Comments Comments
Why are CloudWatch Alarms important in security auditing?
On Implementing robust security auditing
Great explanation on optimization techniques for ML training. Gradient descent and loss functions are crucial topics. Thanks for the detailed…
On Understand optimization techniques for ML training (for example, gradient decent, loss functions, convergence).
Fantastic breakdown on pros and cons of various ingestion patterns. Thanks!
On Data ingestion patterns (for example, frequency and data history)
I would say use PrivateLink for service-based architectures and VPC Peering for meshing multiple environments together.
On Network encryption options that are available on AWS
This blog post on portfolio assessment for the AWS Certified Solutions Architect - Professional exam was incredibly helpful!
On Portfolio assessment
Really helpful for DOP-C02 exam prep. Thanks!
On Creating and configuring artifact repositories (for example, AWS CodeArtifact, Amazon S3, Amazon Elastic Container Registry [Amazon ECR])
Can someone share their experience using SageMaker Deployer for continuous monitoring?
On Monitor performance of the model.
Highly recommend diving deeper into the storage classes of S3 like Glacier and Intelligent-Tiering for the exam.
On AWS storage services (for example, Amazon S3, Amazon EFS)
What are some best practices for analyzing VPC Flow Logs?
On Analyzing logs, metrics, and security findings
Does anyone have experience with SageMaker's built-in algorithms for time-series forecasting?
On Determine when to build custom models and when to use Amazon SageMaker built-in algorithms.
load more comments