getting started question: how do you handle Machine Learning?

[reece_6q6y]

I have been exploring Machine Learning and wanted to ask people who have tried it in practice.

I am particularly interested in getting started and productivity. I would like to compare approaches that people have actually used rather than just theoretical suggestions.

Are there any settings, tools, or workflow changes that made a noticeable difference?