“If you aren’t aligned with a human need, you’re just going to build a very powerful system to address a very small — or perhaps nonexistent — problem”. Just one of many memorable quotes from this write-up by the Google Design team on using a ‘human-centered mindset’.
Chris Albon on Twitter routinely puts out these ‘machine learning flashcards’ using this hashtag. They are remarkably intuitive and easy to understand for beginners or effective for experience ML people wants to refresh old concepts. Check them all out to date with this link.