Yes, this is the issue. In any reasonably-sized enterprise you’re not going to have a clean CSV to plug in to a model generator. You’re either going to have 1) 50 different excel spreadsheets to wrangle and combine somehow or 2) 50+ terabytes of messy logs to process.
Creating something that can grok MNIST is certainly cool, but it’s kind of the equivalent of saying leetcode is equivalent to software engineering.
Second, and more practically speaking, you are automating (what I think of as) the most fun part of ML: the creativity of framing a problem and designing a model to solve that problem.
Creating something that can grok MNIST is certainly cool, but it’s kind of the equivalent of saying leetcode is equivalent to software engineering.
Second, and more practically speaking, you are automating (what I think of as) the most fun part of ML: the creativity of framing a problem and designing a model to solve that problem.