Hydra allows you to have consistent configuration of Python applications via a command-line interface and YAML files.

Miniforge is a Miniconda alternative that allows you to engage in commercial activities without an Anaconda licence.

An often encountered Antipattern in Python code are complex queries composed with the help of string substitutions and concatenations. SQLAlchemy Core allows you to generate queries in a programmatic way for many SQL databases like BigQuery.

For a long time, Bayesian Hierarchical Modelling has been a very powerful tool that sadly could not be applied often due to its high computations costs. With NumPyro and the latest advances in high-performance computations in Python, Bayesian Hierarchical Modelling is now ready for prime time.

A recent but quite common observation in industry is that although there is an overall high adoption of data science, many companies struggle to get it into production. Huge teams of well-payed data scientists often present one fancy model after the other to their managers but their proof of concepts …