AWS Cloud Operations Blog

Category: Amazon Machine Learning

Simplify analysis of AWS CloudTrail data leveraging Amazon CloudWatch machine learning and advanced capabilities

AWS CloudTrail tracks user and API activities across AWS environments for governance and auditing purposes and allows customers to centralize a record of these activities. Customers have the option to send AWS CloudTrail logs to Amazon CloudWatch that simplifies and streamlines the analysis and monitoring of AWS CloudTrail recorded activities. Amazon CloudWatch anomaly detection allows […]

Setting up secure, well-governed machine learning environments on AWS.

Setting up secure, well-governed machine learning environments on AWS

When customers begin their machine learning (ML) journey, it’s common for individual teams in a line of business (LoB) to set up their own ML environments. This provides teams with flexibility in their tooling choices, so they can move fast to meet business objectives. However, a key difference between ML projects and other IT projects is […]