How to manage ML datasets with Vertex AI

Most enterprises use data to make meaningful predictions that can bolster their business into new markets. In this video of AI Simplified, we show how Vertex AI can help you manage different datasets when it comes to training your custom machine learning model. Watch to learn how Vertex AI can help you manage model datasets and accelerate your ML project!

Chapters:
0:00 - Intro
1:00 - What are managed datasets?
1:42 - Image datasets
2:55 - Tabular datasets
3:22 - Text datasets
4:09 - Video datasets
5:13 - Demo managed datasets

#AISimplified

Product: Vertex AI; fullname: Priyanka Vergadia;

[andrewsuttar]

Priyanka! BEST instructions EVER from Google - normally I find google help resources TERRIBLY scaffolded but this was AWESOME - well done!

[azadansary-fc]

Can we create a dataset form .txt(or pdf/doc) files and train the model?

[shikhardev]

When you create datasets, for example if create an image dataset sourcing images from cloud storage, does it create a new physical copy?

[geminiexpertAi]

Thanks this was a great lesson with detailed description at work How can I get more detailed lessons on this topic?

[greendsnow]

Do you think they draw the dots of the i as ♥ for a subliminal message?

[rajmahalingam]

I am not able to see my Bigquery Data sets in tabular model create dataset, I did provide the necessary permission, can you tel lwhich permission to give and to what service account, how much time does it take to take effect?

[obscurecloud]

Very interested in how Vertex AI can help with graph ml/embedding tasks

[sugunakarvure]

Thank you for your Informative lecture. I have a dataset related to healthcare management, and I am interested in building one using V-AI. Are there any customised models? I would like to listen

[TreySpeakman-bn]

Is there any documentation on this earth about formatting the csv import file. The two seconds from this clip is all I have been able to find.

[moraholguin]

Hi, do you have an example on how to connect a REST API to a google Cloud Storage Bucket?

[nexai_official]

well introduction! thanks for sharing!

[manjureddy]

Is there a codelab which explains accessing the AUTOML endpoint to query the model using cloud functions ?

[vichakshansuresh]

Thanks Priyanka. Just enabled the API. Is there "DataPrep" inside Vertex AI?. How do I "code" (instead of clicking UIs) in vertex?

[archanapereira]

Thanks Priyanka. How abt the data versioning in Vertex AI ?

[rishabhgupta-hewg]

My datasets involves using audio. Can I use vertex AI? If yes then how?

[lengmobile]

Would like to see tools for conversion/edit to jsonl. Dash board region selection allowed Singapore region, but datasets upload only allow US/EU selection.

[sanjoynathgeometrifyingtrigono]

How much will i have to pay to google?

[allandclive]

Can you create a tutorial on creating Labelled CSV?

[patmclaughlin]

Isn't forecasting just another type of regression problem?

[DibizURL]

well actually how to create my own datasets?