AI Tech Stack on Google Cloud
·
Roger Martinez
This is a great video by IBM Technology that breaks down the AI stack into 5 layers:
Google Cloud is a big ol’ platform that be used to develop and build out any layer in the stack. It can get complex, so I want to write up a series of posts that talks about each layer as it applies to Google Cloud.
For now, here’s a reference table with what I have planned.
| Layer | Post | Google Cloud services | Start here |
|---|---|---|---|
| Infrastructure | Coming soon | Google Compute Engine (GCE) | Create a Deep Learning VM instance via Cloud Console |
| Google Kubernetes Engine (GKE) | Introduction to AI/ML workloads on GKE | ||
| Model | Coming soon | Vertex AI | Overview of Model Garden |
| Data | Coming soon | AlloyDB | What is AlloyDB AI? |
| Big Query | Introduction to AI in BigQuery | ||
| Orchestration | Coming soon | Vertex AI | Introduction to Vertex AI Pipelines |
| Application | Coming soon | Cloud Run | AI solutions on Cloud Run |
| Firebase | Gemini in Firebase |