Create Tabular Dataset in Vertex AI

[@ChandankumarGUPTA-p8n]

Great video!!!!!!, Could you please let me know, how to use this managed datasets in the Kubeflow component which will be further used to execute the vertex Ai Pipeline.

[@luismendezescobar9049]

very good tutorial 😀

[@DoersClub-cn4xe]

you are a saviour, this is beyond awesome...thanks. can you upload a video for lead scoring project from a local jupyter notebook using vertex AI. that will be very helpful. thanks in advance.

[@cloud4datascience772]

Glad that you liked the video, currently I am not planning to create such videos.

[@enricocompagno3513]

How to make batch prediction with a custom container? It would be nice to have a tutorial that uses a custom container to run a run and save it in model registry and then run a batch prediction

[@computadorhumano949]

how can i create a dataset autoML using the document? I need split all text and set labeled to each sentences?

[@cloud4datascience772]

It depends on your use-case. If, for example, you would like to classify each sentence then yes, you would need to split it per sentence. I have other video on creating text dataset in Vertex AI, you might find it useful kzbin.info/www/bejne/g33dl6BtfLermbc&ab_channel=Cloud4DataScience

[@clickbaitpolice9792]

I have the dataset in vertex AI dataset. How do I turn that into a dataframe so I can use it for modelling in a jupyter notebook??

[@cloud4datascience772]

Hello, as far as I know, it's not possible to convert the Vertex AI managed dataset into a data frame on your own. You create a tabular dataset in Vertex AI for 2 use cases: 1. You want to run the AutoML training job on your tabular dataset 2. You want to run a Custom training job in Vertex AI (cloud.google.com/vertex-ai/docs/training/using-managed-datasets) You can't use it directly in let's say your jupyter notebook script where you want to train a model.

[@fakeyoucef6185]

Hello, how do import an XML file to my tubelar data

[@cloud4datascience772]

I don't think it's currently possible to use XML file directly in Vertex AI.