# Operations & Scale
### Operations & Scale Tutorials
*Production-grade management, monitoring, and high-volume optimization.*

| Tutorial | Objective | Stack | Time | Level |
| :--- | :--- | :--- | :--- | :--- |
| [Snapshots](/documentation/tutorials-operations/create-snapshot/index.md) | Create and restore collection snapshots. | <span class="pill">Python</span> | 20m | <span class="text-green">Beginner</span> |
| [Data Migration](/documentation/tutorials-operations/migration/index.md) | Move embeddings to Qdrant. | <span class="pill">CLI</span> | 30m | <span class="text-yellow">Intermediate</span> |
| [Embedding Model Migration](/documentation/tutorials-operations/embedding-model-migration/index.md) | Use your new model with zero downtime. | <span class="pill">None</span> | 40m | <span class="text-yellow">Intermediate</span> |
| [Large-Scale Search](/documentation/tutorials-operations/large-scale-search/index.md) | Cost-efficient search for LAION-400M datasets. | <span class="pill">None</span> | 48h | <span class="text-red">Advanced</span> |
| [Qdrant Cloud Prometheus Monitoring](/documentation/tutorials-and-examples/managed-cloud-prometheus/index.md) | Observability with Prometheus and Grafana. | <span class="pill">Prometheus</span> | 30m | <span class="text-yellow">Intermediate</span> |
| [Self-Hosted Prometheus Monitoring](/documentation/tutorials-and-examples/hybrid-cloud-prometheus/index.md) | Observability for hybrid/private cloud setups. | <span class="pill">Prometheus</span> | 30m | <span class="text-yellow">Intermediate</span> |


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