Saloni Jain: Speeding up Machine Learning tasks using GPUs in Python, Py Data Austin 2019

Traditional machine learning models like Random Forest are great for performing analysis of data. However, with the evergrowing data, the time required to create an end to end pipeline is very high. RAPIDS is an open source suite of GPUaccelerated libraries with the aim of accelerating endtoend 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