Skip to main content

Pre-Alpha This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught.

Intro to GCP Vertex AI for Predictive ML/AI

Intro to GCP Vertex AI for Predictive ML/AI
Key Points
Glossary
Learner Profiles
- Reference

Search the All In One page

Intro to GCP Vertex AI for Predictive ML/AI

NA%

Instructor View

EPISODES

Summary and Setup

1. Overview of Google Cloud Vertex AI

2. Data Storage: Setting up GCS

3. Notebooks as Controllers

4. Accessing and Managing Data in GCS with Vertex AI Notebooks

5. Using a GitHub Personal Access Token (PAT) to Push/Pull from a Vertex AI Notebook

6. Training Models in Vertex AI: Intro

7. Training Models in Vertex AI: PyTorch Example

8. Hyperparameter Tuning in Vertex AI: Neural Network Example

9. Resource Management & Monitoring on Vertex AI (GCP)

Key Points
Glossary
Learner Profiles
Reference

See all in one page

Previous Next

Reference

Last updated on 2023-03-16 | Edit this page

Glossary

This is a placeholder file. Please add content here.

Previous Next

This lesson is subject to the Code of Conduct

Edit on GitHub | Contributing | Source

Cite | Contact | About

Materials licensed under CC-BY 4.0 by the authors

Template licensed under CC-BY 4.0 by The Carpentries

Built with sandpaper (0.17.1), pegboard (0.7.9), and varnish (1.0.7)