3 essential elements for mastering machine learning for 2020

Thomas Edison famously said that success is 90% perspiration and 10% inspiration. Even though the hype around artificial intelligence has never been higher, the reality of what it takes to actually work in the field - and what it takes to use it successfully - is mired in confusion. Indeed, hype makes it look like 100% inspiration; it hides the work involved in building knowledge and learning skills. So, to help tackle that, here are the 3 important elements to machine learning that might structure how you'd approach it. This is the one thing that people overlook.