Between Jan~Dec 2018, we’ve compared nearly 22,000 Machine Learning articles to pick the Top 50 that can improve your data science skill for 2019.

This is an extremely competitive list (50/22,000 or 0.23% chance), and carefully picks the most useful Machine Learning articles published for the past year. Mybridge AI evaluates the quality by considering popularity, engagement and recency, and other human factors.

Tutorials are divided into 16 relevant groups (see below).