GANs and SMOTE defined via bartending: Information Science for Machine Studying Sequence (1)
If you’re not a paid member on Medium, I make my tales out there at no cost: Mates hyperlink
Personally, it seems like information is handled as the brand new oil of the digital age. This feels very true with the increase in machine studying, the place information performs such an necessary function.
Nonetheless in my expertise, it additionally looks like many individuals dive straight into machine studying with out first mastering the underlying arithmetic. That’s why I’ve made it a degree to give attention to mathematical ideas in my articles. Nonetheless, as many readers have identified, it may be much more efficient to study math alongside machine studying. Making use of mathematical rules in sensible machine studying eventualities not solely deepens understanding of the mathematics, but in addition makes the educational course of extra partaking and efficient.
And what higher option to introduce machine studying than by speaking about information — plenty of information! (Or the shortage of it, as you’ll see.)
I’ve been part of a analysis group centered on well being risk-prediction modeling. Whereas I’ll skip the detailed matters of our work, a serious problem we…
