CIW

Kubernetes Administrator - Validates essential skills in deploying, managing, and troubleshooting Kubernetes clusters in production environments.

Data Scientist Professional - Confirms advanced expertise in designing, building, and deploying scalable machine learning solutions and performing complex data analysis in production environments.

Data Engineer Associate - Validates foundational skills in building and managing data processing systems and pipelines using modern data tools and cloud platforms.