I was almost all the way out the window, my foot was about to hit the ground, when Steve grabbed me from behind, around my waist, and yelled “Gotcha!” We just ended up rolling around on the ground, laughing, because I got busted crawling out the wi…
This initial step is about understanding the tradeoffs between different approaches, for both users and your product, and knowing specifically why you decided on a particular direction. This is more work up front, rather than just focusing on the one intuitive design that comes to you at first. But in the end, it saves time and gives you confidence that you made the right choices, especially when it comes to aligning your team with the right solution.
it’s well-define…problem you can easily solve with it has to do with what kind of data you have around that problem. Any problem where there’s really clear output that you want, that you know what it is, it’s well-defined, and you feel like you have enough inputs of whatever sort to help you learn it is a problem that’s really well suited to machine learning.