Topics tested:
- Write a script to train a CNN for image classification and saves the trained model to the specified directory.
- Run your training script using Vertex AI custom training job.
- Deploy your trained model to a Vertex Online Prediction Endpoint for serving predictions.
- Request an online prediction and see the response.
Chapter:
04:30 Task 1. Create a Vertex Notebooks instance
09:22 Task 2. Download the Challenge Notebook
15:00 Task 3. Create a training script
18:42 Task 4. Train the model
28:08 Task 5. Deploy the model to a Vertex Online Prediction Endpoint
47:22 Task 6. Query deployed model on Vertex Online Prediction Endpoint
#gcp #googlecloud #qwiklabs #learntoearn
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Get Started with TensorFlow on Google Cloud Challenge Lab GSP398 | NatokHD