An Introduction To Google Cloud Platform

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" summary

A startup case study builds “GShoe” on Google Cloud using VM, serverless, and container options—Cloud Run for serverless containers, GKE (including Autopilot) for container control, and Compute Engine for raw VMs. Global front end uses Cloud Load Balancing with anycast single-IP and Cloud DNS with a 100% SLA. Databases: Cloud SQL for typical SQL, Cloud Spanner for thousands of writes and tens of thousands of reads per second. Pub/Sub ingests millions of events per second; Dataflow/Dataproc process data into BigQuery; Vertex AI, Model Garden and TPUs serve and version models.

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" chapters (5)

1. 0:00Starting the startup journey
2. 5:32Migrating to Google Cloud
3. 11:39Data processing and analytics
4. 15:20Implementing AI with Vertex AI
5. 21:05Q&A and closing remarks

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