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SageMaker

AWS

Extend the possibilities of AWS Lambda with layers

Imagine we want to use pandas or numpy in our AWS Lambda function. However, it is not available by default and we can’t do a pip install here to install them… What do we do? The solution is defining a layer. But, what exactly is a layer? In AWS Lambda, Read more…

By David Andrés, 2 yearsNovember 16, 2023 ago
AWS

Train and deploy an XGBoost model in Amazon SageMaker

We will use a Kaggle dataset about credit card fraud detection. This dataset consists of transactions made by credit cards in September 2013 by European cardholders. It contains 492 frauds out of a total of 284,807 transactions. You can see that it is highly unbalanced, where the positive class (frauds) Read more…

By David Andrés, 2 yearsOctober 12, 2023 ago

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