From the course: Build Your Own AI Lab
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Exploring Google Vertex AI
From the course: Build Your Own AI Lab
Exploring Google Vertex AI
- [Instructor] Google Vertex AI is a unified machine learning platform that is offered by Google, very similar and in some cases even more powerful and some other cases, you know, is complimentary than the other cloud platforms that you saw from AWS. So it does have a lot of features from data preparation and model training to the deployment and monitoring of foundation models that you can select from the model gardening here. So if you navigate to model garden, you will see dozens and dozens of different types of foundation models, including from Anthropic, Meta, the thousands of models in Hugging Face, Mistral and many others, right? So it is a unified platform instead of AWS that you had SageMaker and Bedrock. This one, all the tools are needed that are needed for machine learning, you can use them in this main dashboard in here. In my opinion, this simplifies a lot of the task whenever it comes to creating or fine tuning models, right? So you can use features from AutoML that you…
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Learning objectives38s
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Pros and cons of cloud-based AI labs and sandboxes8m 18s
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Introducing Amazon Bedrock6m 59s
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Surveying Amazon SageMaker12m 56s
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Exploring Google Vertex AI14m 13s
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Using Microsoft Azure AI Foundry10m 11s
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Discussing cost management and security6m 45s
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Deploying Ollama in the cloud with Terraform3m 28s
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