- Extensive labs using Qwiklabs for core GCP services.
- Practice designing batch and streaming ETL pipelines.
- Hands-on ML model deployment and AI API integration.
- Diagnostic quizzes and mock exams mimic certification scenarios.
- Reinforces both practical skills and exam readiness.

