About
Hi! My name is Dustin Stansbury. This blog is an attempt to distill some of the knowledge I’ve gained through my experiences as a former computational neursocientist and current data scientist.
The content of the blog will be posts about statistics, machine learning, analysis techniques, algorithms, theory–basically stuff that I find cool, exciting, or helpful.
I plan for a majority of posts to be based around a source code implementation of whatever it is I’m trying to explain (which can potentially be somewhat formal). I have found that making direct connections between theory and implementation is incredibly useful for gaining incite into technical concepts. Implementations are usually in python 3 because of its simple syntax and robust set of data science tools. However, I may sprinkle in some other examples in languages such as bash
, SQL
, Docker
, etc. Some additional content will be modern pythonized posts from the original TheCleverMachine blog, which used MATLAB for demonstrations (ah, academia).
I hope that you find the blog useful, and any comments, suggestions, or suggested topics are welcome and greatly appreciated.