Abstract: Bayesian inference provides a methodology for parameter estimation and uncertainty quantification in machine learning and deep learning methods. Variational inference and Markov Chain ...

An exercise-driven course on Advanced Python Programming that was battle-tested several hundred times on the corporate-training circuit for more than a decade. Written by David Beazley, author of the ...

A command-line tool that generates comprehensive AWS infrastructure diagrams in both Mermaid and DOT/Graphviz formats. This tool automatically discovers AWS resources and creates hierarchical diagrams ...