Published in Towards Data Science·PinnedHow to Build a Machine Learning Demo in 2022Learn why you should build demos for your Machine Learning models in 2022, and how to do it in a way that fits your needs, skills, and audience. — Why Demos Are Now Essential Interactive demos of machine learning models are getting increasingly popular. After all, just like a picture paints a thousand words, nothing beats letting others interact directly with your model to generate interest. …Deep Learning12 min readDeep Learning12 min read
Published in Towards Data Science·PinnedGood practices for neural network training: Identify, save, and document best modelsAn introduction to the good practice of best model saving when training a neural network, and a practical implementation using fastai and Weights & Biases — This article was originally posted on my personal blog In this post, we are going to: Introduce the concept of best model Discuss how the best model can be identified, saved, and documented during training Explore how to leverage fastai and Weights & Biases to do all of this (almost)…Data Science8 min readData Science8 min read
