Monday, April 30, 2018

Some new post ideas

It's been two and a half years since I started my first job as a data scientist, and I find that I have a few things to say by now. So I'm starting up the blog again!

Here are some post ideas, in no particular order:

  • What I discuss with data science applicants in interviews
  • What can go wrong if you don't use pipelines in model training
  • The relationship between model complexity and validation robustness
  • The changing role of data science in business
  • Exotic types of data leakage
  • Why neural nets are usually not very good
  • Very general approaches to new data science projects
  • Ethics of data and data science
  • How to succeed by making yourself obsolete
We'll see what I can get to in my free time. See you soon.

- b

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