jarokaz/vertex-ai-workshop

Vertex AI Workshop

Hands-on labs introducing core GCP Vertex AI features.

Lab Environment Setup

Creating a Vertex AI Notebooks instance

Create an instance of Vertex Notebooks using TensorFlow Enterprise 2.5 image without a GPU.

Installing the required Python packages

Log on to JupyterLab in your instance. In JupyterLab, open a terminal and install the following packages:

pip install --user kfp==1.6.4
pip install --user tfx==1.0.0-rc1
pip install --user google-cloud-bigquery-datatransfer==3.2.0
pip install --user google-cloud-pipeline-components==0.1.1
pip install --user google-cloud-aiplatform==1.1.1

Cloning the repo with hands-on labs

git clone https://github.com/jarokaz/vertex-ai-workshop