Best Practices for ML Engineering from Google [pdf]
Great resource. I have a chrome extension <a href="http://compakt.nhatqbui.com" rel="nofollow">http://compakt.nhatqbui.com</a> where I naively added ML features but it was too inconsistent. I now understand the cautioned approach the guide advises on adding ML to a product.