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> AutoML will perform most of the model development [ This will occur within the next 5 years or even less]. Similar to how languages that are 'designed for no
by Aperocky 7y ago
> AutoML will perform most of the model development [ This will occur within the next 5 years or even less].
Similar to how languages that are 'designed for non-programmers' fared?
- streetcat1 7y agoNo. The current "no-code" tools which really have their origin in visual programming in the '80s are trying to convert icons to logic, which cannot work well. I.e. you can generate CRUD, but you cannot convert logic. The ML dev process is an optimization process and not a decomposition process (I.e. it is stateless). Instead, it is much more experimental (and hence declarative). I.e. you can define a search space, and substitute the data scientist time, with computation time. This is the idea of "software 2.0" https://www.youtube.com/watch?v=zywIvINSlaI https://www.youtube.com/watch?v=zywIvINSlaI This is how Tesla operate today for its autopilot project.