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…
You have your model trained and the endpoint created, but now you need to be able to use it. How can you do that? Let’s see how to use AWS Lambda for that! But first, what is AWS Lambda? It is a serverless computing service offered by Amazon Web Services Read more…
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…