Saloni Jain: Speeding up Machine Learning tasks using GPUs in Python | PyData Austin 2019

“Traditional machine learning models like Random Forest are great for performing analysis of data. However, with the ever-growing data, the time required to create an end to end pipeline is very high. RAPIDS is an open source suite of GPU-accelerated libraries with the aim of accelerating end-to-end data science pipelines. cuML is a machine learning library in the RAPIDS ecosystem focused on accelerating traditional machine learning algorithms. This talk will open with an explanation of the current situati