Unsupervised Machine Learning Translation

I always wondered how Facebook does its 'in post' language translation, and now I know. Our new approach provides a dramatic improvement over previous state-of-the-art unsupervised approaches and is equivalent to supervised approaches trained...

comments

Understanding Random Forests with Python Code

Towards Data Science is such a great Medium blog that I should consider writing for it! I came across a great article about explaining/understanding how Random Forests work compared to Decisions Trees. The author writes about variance/bias...

comments

Exploring H2O.ai

A few years ago RapidMiner incorporated a fantastic open source library from H20.ai. That gave the platform Deep Learning, GLM, and a GBT algos, something they were lacking for a long time. If you were to look at my usage statistics, I'd bet...

comments

Building a Machine Learning Framework from scratch

Great article by Florian Cäsar on how his team developed a new machine learning framework. From scratch. In 491 steps! He summarizes the entire process up in this great quote: | *From images, text files, or your cat videos, bits are fed to the...

comments