Lessons from Large-Scale Machine Learning Deployments on Apache Spark.

With the current data science boom, many companies and organizations are stepping outside of their traditional business models to scope work that applies r...

To predict the future, we look at the data we have about the past.

Today we present the Mapillary Vistas Dataset—the world’s largest and most diverse publicly available, pixel-accurately and instance-specifically annotated street-level imagery dataset for empowering autonomous mobility and transport at the global scale. (more…)

This post will be about helping you understand the basics of the main machine learning task : classification. More specifically, we are going to scratch the surface of linear classification and quickly address non linear classification. I assume some basi... (more…)