Alessandro Molina

Vuoi fare ML sui dati nel tuo database senza la fatica di fare deployment, imparare nuove API e configurare runtime Python? In questo talk ti mostro come compilare modelli scikit-learn in SQL con Orbital, con demo e benchmark reali, e quando questa strategia batte i deployment tradizionali. 

Apache Arrow si sta affermando come lo standard di fatto per l'interscambio di dati in ambito big data e data engineering. Ma PyArrow offre molto di più che un formato dati e ci permette in pratica di implementare una soluzione completa, dall'archiviazione, all'analisi, alla trasmissione via rete.

Apache Arrow has set itself as the standard data interchange format between processes and systems dealing with high amounts of data in the data engineering field. PyArrow is the Python implementation of Apache Arrow and it provides access to all Apache Arrow features. Arrow has evolved as a...

Has testing got you down? Ever spent a day writing tests, only to discover that you missed a bug because of some edge case you didn’t know about? Does it ever feel like writing tests is just a formality - that you already know your test cases will pass? Hyphothesis might be just what you need!

In this talk, you’ll see some techniques on how to verify that the documentation written for a library or a framework is not wrong, how to check that it will not get out of date compared to the software functioning and that will be reliable from the customer perspective. You will see how to make...