Vertex AI: Custom Training Job and Prediction Using Managed Datasets Reviews

I believe this qwiklab needs a refresh. There are some minor changes in how notebooks are being created (button names, etc.), but the major issue is that the provided code doesn't work when run manually (Task 3). I received following errors: 1) AttributeError: module 'pandas' has no attribute 'Int64Index' - this was easy to fix by removing GCS import functionality not used in this lab 2) Bigger issue are errors related to the fact that when run manually the code tries to substitute treat name and sex as NUMERIC fields and fails to convert them to float. I didn't have enough time to fix this. Regardless to the code issues while running manually the code works correctly in following tasks, so I was able to successful train, deploy and predict. Nevertheless I was almost about to stop after failing the Task 3.

Remigiusz S. · Reviewed כמעט 2 שנים ago

Rita A. · Reviewed כמעט 2 שנים ago

Joseph M. · Reviewed כמעט 2 שנים ago

Wahaj S. · Reviewed כמעט 2 שנים ago

Oshadha S. · Reviewed כמעט 2 שנים ago

Jordi B. · Reviewed כמעט 2 שנים ago

Edwin Isaac S. · Reviewed כמעט 2 שנים ago

Joe M. · Reviewed כמעט 2 שנים ago

Muhammad Saif Z. · Reviewed כמעט 2 שנים ago

Oliwer B. · Reviewed כמעט 2 שנים ago

Dzmitry S. · Reviewed כמעט 2 שנים ago

It worked well on my own gcp account, but on the lab account the training job failed with a permission to bigquery error. Also in both cases there was an error related to pandas version, solved by installing pandas 1.4.0 or below.

Sergio Adolfo D. · Reviewed כמעט 2 שנים ago

Vishaal S. · Reviewed כמעט 2 שנים ago

mist. S. · Reviewed כמעט 2 שנים ago

Vijay Y. · Reviewed כמעט 2 שנים ago

Tot N. · Reviewed כמעט 2 שנים ago

Palak S. · Reviewed כמעט 2 שנים ago

Hitesh K. · Reviewed בערך 2 שנים ago

Rohan D. · Reviewed בערך 2 שנים ago

Ankit R. · Reviewed בערך 2 שנים ago

Sergio Adolfo D. · Reviewed בערך 2 שנים ago

Omar Y. · Reviewed בערך 2 שנים ago

Out of date and doesn't work from Task 4 onwards.

Sam A. · Reviewed בערך 2 שנים ago

Omar Y. · Reviewed בערך 2 שנים ago

1. Notebook creation is poorly explained and does not match UI (what tab?, what kind of instance?) this results in issues when trying to train in the Jupyter environment 2. Most of the lab description is either out of date with GCP UI or badly described. The jupyter screenshot does not match the real instance. etc 3. Deployment of trained model fails with: Failed to create endpoint "titanic_endpoint" due to the error: Model artifact directory is expected to contain exactly one of: [saved_model.pb, saved_model.pbtxt]. Please re-upload the Model with correct artifact directory..

Topoleanu T. · Reviewed בערך 2 שנים ago