# Amazon SageMaker Examples

### Scientific Details of Algorithms

These examples provide more thorough mathematical treatment on a select group of algorithms.


- [Latent Dirichlet Allocation (LDA)](lda_topic_modeling) dives into Amazon SageMaker's spectral decomposition approach to LDA.