The Rise of Notebooks Extended
I recently had the privilege of presenting a workshop at the AI + Education Curiosity Conference 2019. There, I demonstrated to educators, school district staff, researchers, and students how RAPIDS software enables students to learn and iteratively practice data science using full datasets all within classroom time constraints. Compared to current... Read more
Run RAPIDS on Google Colab — For Free
Google Colab is a hosted Jupyter-Notebook like service which has long offered free access to GPU instances. Recently, Colab got even sweeter. The GPUs powering Colab were upgraded to NVIDIA new T4 GPUs. This upgrade unlocks new software packages; which means you can now experiment with RAPIDS on Colab for... Read more
Using RAPIDS with PyTorch
In this post we take a look at how to use cuDF, the RAPIDS dataframe library, to do some of the preprocessing steps required to get the mortgage data in a format that PyTorch can process so that we can explore the performance of deep learning on... Read more