3 ms·
Hear, hear. I will also say that most people that will excel at data science may not ever be pushing the envelope of statistical methods enough to warrant writ
by tmarthal 14y ago
Hear, hear.
I will also say that most people that will excel at data science may not ever be pushing the envelope of statistical methods enough to warrant writing a research paper. Being able to apply and understand the state of the art algorithms is inherently a great skill to have.
The world is a dirty place, and just like there are thousands of applications that just need a developer to implement a CRUD app to expose an API on the web, there are tens or hundreds of domain specific problems to where a 'data scientist' can implement the state of the art data cleaning and machine learning algorithms.
However, being able to understand and apply graduate level textbook statistical methods to a large dataset (bigger than an Excel file) might be boring to some research scientists, it is cool as hell to see what the data is saying.