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

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. · Examiné il y a environ 2 ans

Rita A. · Examiné il y a environ 2 ans

Joseph M. · Examiné il y a environ 2 ans

Wahaj S. · Examiné il y a environ 2 ans

Oshadha S. · Examiné il y a environ 2 ans

Jordi B. · Examiné il y a environ 2 ans

Edwin Isaac S. · Examiné il y a environ 2 ans

Joe M. · Examiné il y a environ 2 ans

Muhammad Saif Z. · Examiné il y a environ 2 ans

Oliwer B. · Examiné il y a environ 2 ans

Dzmitry S. · Examiné il y a environ 2 ans

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. · Examiné il y a environ 2 ans

Vishaal S. · Examiné il y a environ 2 ans

mist. S. · Examiné il y a environ 2 ans

Vijay Y. · Examiné il y a environ 2 ans

Tot N. · Examiné il y a environ 2 ans

Palak S. · Examiné il y a environ 2 ans

Hitesh K. · Examiné il y a environ 2 ans

Rohan D. · Examiné il y a environ 2 ans

Ankit R. · Examiné il y a environ 2 ans

Sergio Adolfo D. · Examiné il y a environ 2 ans

Omar Y. · Examiné il y a environ 2 ans

Out of date and doesn't work from Task 4 onwards.

Sam A. · Examiné il y a environ 2 ans

Omar Y. · Examiné il y a environ 2 ans

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 Most of the lab description is either out of date with GCP UI or badly described.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. · Examiné il y a environ 2 ans