AWS

AWS AWS Cloud Machine Learning
When its Amazon & When its AWS
November 20, 2025
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If you’re preparing for AWS certifications or working with cloud services, you’ve probably noticed that some services start with Amazon while others start with AWS. Here’s the simple rule: ✅ Services that start with “Amazon” These are higher-level, customer-facing or application-level cloud services. Examples: Amazon EC2 Amazon S3 Amazon RDS Amazon DynamoDB Amazon CloudFront Amazon […]
AWS Machine Learning
Machine Learning Best Practices on AWS
November 20, 2025
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When developing machine learning models in the cloud, optimizing costs is a crucial aspect to consider throughout the entire ML lifecycle. The following are some best practices to follow in each phase: Phase -1: Data preparation phase Best practices for the data preparation phase include: Using cost-effective storage options like Amazon S3 for storing raw […]