From the course: Giving Computers Vision

Unlock this course with a free trial

Join today to access over 23,200 courses taught by industry experts.

What are the different roles in machine learning?

What are the different roles in machine learning?

From the course: Giving Computers Vision

Start my 1-month free trial Buy for my team

What are the different roles in machine learning?

“

- [Interviewer] I know in the data side we have things called like an analytics engineer versus a platform engineer, which is like very similar. So you're saying, so what are the different roles here, in let's say a Google Photos team or something like a company that makes a product that is heavy on computer vision. - [Interviewee] One of the rules would be, you know, all the data curation that would be handled by a different team, right? And data curation cleaning up the data, et cetera. And then there is a team that actually works on training the model, right? These people would try out different architectures, they would run several experiments to train a model. And finally, these people, these are mostly researchers. If they are working on something cutting edge, then these are very researchy people. - [Interviewer] So they really understand the theory, what's going on behind the scenes, where they may even, would they…

Contents