Recently, I watched Melanie Warrick’s great talk on getting started with machine learning at PyCon 2014. I linked to it in my post on materials to learn machine learning, however I wanted to write another post with pictures of some slides I took from her presentation which I found incredibly helpful. I strongly recommend watching the video and then using these slides when trying to figure out what you should do when working on a machine learning problem.