AWS Architecture Blog
Author: Wei Teh
Wei Teh is a Senior Solutions Architect specializing in generative AI and machine learning technologies. He works closely with organizations to accelerate their AWS cloud adoption, focusing on innovative AI and ML solutions.
Field Notes: Build a Cross-Validation Machine Learning Model Pipeline at Scale with Amazon SageMaker
When building a machine learning algorithm, such as a regression or classification algorithm, a common goal is to produce a generalized model. This is so that it performs well on new data that the model has not seen before. Overfitting and underfitting are two fundamental causes of poor performance for machine learning models. A model […]