Brian Wylie

Right now the SageWorks Core Stack makes one Role. We might want to make THREE Roles... one for API, one for Dashboard, and one for Glue Jobs... Making 3 roles,...

Here's a good video by mCoding: - https://www.youtube.com/watch?v=9L77QExPmI0

https://github.com/aws-samples/amazon-sagemaker-feature-store-end-to-end-workshop

Kaggle Submission

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A Kaggle submission that highlights SageWorks ease of use (ML pipeline construction) and customization.

Having a MetaData Manager class that abstract how to grab AWS might be a good idea. Maybe. We'd have to see what benefits it gives us, so let's try out...

Documentation + Feature Chart for Enterprise Edition of SageWorks

Does is make sense for some customers/clients to use a Fast API interface to SageWorks? Resources: - https://www.youtube.com/watch?v=XlnmN4BfCxw

So we have the AWSBroker that manages 'broad' queries of the AWS services. So this is good but I think we might put in a higher level class that simplifies...

Okay, so the Python CDK script that deploys the SageWorks Dashboard is working fine. The issue for this ticket is that the Load Balancer gets a default security group which...

https://aws.amazon.com/blogs/awsmarketplace/monitoring-data-quality-in-third-party-models-with-amazon-sagemaker-model-monitor/ https://aws.amazon.com/blogs/machine-learning/design-a-compelling-record-filtering-method-with-amazon-sagemaker-model-monitor/