NVIDIA DLI Notebooks

This repository contains notebooks authored by the NVIDIA DLI for learning deep learning, data science, and accelerated computing.

Deep Learning Notebooks

• Building a Brain in 10 Minutes: This notebook explores the biological and psychological inspirations to the world's first neural networks.

Data Science Notebooks

• Speed Up DataFrame Operations with cuDF: This notebook demonstrates significant speed up by moving common DataFrame operations to the GPU with minimal changes to existing code.

Accelerated Computing Notebooks

• An Even Easier Introduction to CUDA: This notebook accompanies Mark Harris's popular blog post An Even Easier Introduction to CUDA, teaching you the basics of CUDA programming.

NVIDIA DLI Catalog

If you enjoy these notebooks, we recommend you check out the DLI's full catalog of courses which cover a much broader range of topics, in much greater depth, with dedicated GPU resources and a more sophisticated programming environment.