Ramon Perez

Python is slow for certain tasks. That's not news. The usual response is to either accept the performance hit or rewrite everything in another language. There's a third option: use Python as the control centre and delegate specific tasks to languages that excel at them. This talk provides...

Providing effective insights based on data can be gratifying and challenging at the same time. Doing so correctly can feel as if we were detectives lining up the facts after all of the evidence has been thoroughly evaluated. This workshop aims to help programmers of various backgrounds and...

Finding good datasets or web assets to build data products or websites with, respectively, can be time-consuming. For instance, data professionals might require data from heavily regulated industries like healthcare and finance, and, in contrast, software developers might want to skip the tedious...

From music composition with code to style transfer and music generation with machine learning (ML), the intersection of music, programming, and ML is opening up exciting avenues for innovation and creativity.

Knowledge work is undergoing a transformative journey with machine learning (ML) but the interpretability of the models we interact with is still lagging behind the coolness and hype of the technologies using ML.

As machine learning-powered applications become more ubiquitous, so do the tools we create and use to optimize development time and collaboration across teams. One such tool that has gained popularity in recent years is the feature store as its adoption helps solve pressing issues at the...