Run custom training job with pre-built container in Vertex AI

Video Description

This tutorial shows how to run a custom training job with a pre-built container in Vertex AI. Link to the Github repo with code from this tutorial: https://github.com/rafaello9472/c4ds/tree/main/Run%20custom%20training%20job%20with%20pre-built%20container%20in%20Vertex%20AI Kaggle Stroke Prediction Dataset: https://www.kaggle.com/datasets/fedesoriano/stroke-prediction-dataset Environment variables for special Cloud Storage directories: https://cloud.google.com/vertex-ai/docs/training/code-requirements#environment-variables Application structure: https://cloud.google.com/vertex-ai/docs/training/create-python-pre-built-container#structure Create a source distribution - setup file details: https://cloud.google.com/vertex-ai/docs/training/create-python-pre-built-container#create_a_source_distribution Pre-built containers for custom training : https://cloud.google.com/vertex-ai/docs/training/pre-built-containers 00:00 Introduction 01:38 Dataset discussion 02:23 Discuss training script (task.py) 06:22 Application structure 09:10 Discuss setup file (setup.py) 11:16 Create a source distribution 13:55 Run custom job with GUI 19:22 Run custom job with Python SDK