Colab is one of my favourite machine learning tools and quite possibly the most useful online-based tool for democratizing Machine Learning currently in existence. It is used by many to share research, working models, ideas. It is a reproducible environme... (more…)

This article is a high-level introduction to an efficient worfklow for optimizing runtime performance of machine learning systems running on the GPU. Using traces from Nsight Systems to show real production scenarios, I introduce a set of common utilizati... (more…)

PIL stands for Python Image Library. In this article, we will look at its fork: Pillow. PIL has not been updated since... (more…)

12 weeks, 24 lessons, classic Machine Learning for all - microsoft/ML-For-Beginners... (more…)

Create UIs for prototyping your machine learning model in 3 minutes - gradio-app/gradio... (more…)