Data Science & Machine Learning Operations (MLOps)

Data science sebagai disiplin engineering: MLflow, Vertex AI, monitoring drift, dan artefak untuk audit.

Eksperimen terlacak

Jupyter, Python, Polars—fitur dari pipeline terkelola.

Serving

Vertex AI / Google Kubernetes Engine (GKE) dengan isolasi dan latency yang disepakati.

Machine Learning Operations (MLOps)

Continuous Integration and Continuous Delivery (CI/CD) model, scan, rollback—selaras Development, Security, and Operations (DevSecOps).

Catatan

Ringkasan marketing: Data Science di situs utama.

Development, Security, and Operations (DevSecOps) tooling

Data Engineering