Introduction to Vertex AI SDK

Wouldn’t it be useful to automate ingesting data, training models, and getting predictions? In this episode of AI Simplified, we’ll learn how to do exactly that by creating a tabular classification model using the Vertex AI Python SDK. Watch to learn when to use the console and when to use the SDK, as well as to see how we train an AutoML model. You might see some updates/changes in the console since the video was recorded.

Chapters:
0:00 - Intro
0:28 - Different options to interact with Vertex AI: UI, SDK, API, Client Libraries
1:03 - Benefits of using the Vertex AI SDK. When to use Vertex AI Client Libraries?
2:08 - Vertex AI SDK Demo summary
2:50 - Managed Jupyter Notebooks in Vertex AI
3:50 - Demo
8:56 - Summary

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#AISimplified

product: Cloud - AI and Machine Learning - AI building blocks, Cloud - AI and Machine Learning - AI Platform Notebooks; fullname: Priyanka Vergadia; re_ty: Publish;

[visualapproach]

I want to know if Priyanka is super-adept at writing backwards, or of Google had a shirt with the GCP logo printed backwards specifically for this video. Either way, I'm impressed.

[mahaamin]

Thank you it is an awesome intro to Vertex AI SDK, but please we need a more detailed tutorial and a codelab would be just awesome.

[wintoncape]

Great tutorial looking at the workflow once you Explore the dat, explore and then create the model then How do you download the model. The previous interface allowed you to download the model.... I want to download tflite version of the

[TjSpoonManJacques]

I wish I could have you explain everything in life - from how to stay married to Javascript - my comprehension loves you! Much love from New Orleans!

[RishabhAwasthi-vj]

Thank you so much for sharing . I would request you to please share the link download the notebook you created for this tutorial. We are unable to access it

[HcDaN]

Thank you very much. But the link "code samples" is wrong so where's the source code?

[trilokigupta]

Thank you for the awesome video, please add the correct notebook link.

[davidjohnston]

What is the link to the notebook? I read both those tutorial links but neither show automl

[danielcortes]

Hi! Which are the differences for a text data classification?