Stream notes

Video

Here’s the VOD:

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Summary

1. Intro
   1. keyboards again
   2. Driver rants
      1. Likelihood of driver skill given driver demographics
   3. Data science as sold vs as a job/career
      1. SQL SQL SQL
      2. Maybe some Python and R
      3. Check out Mode and Stratascratch in the career help page
   4. Phone talk
      1. I would strongly consider the Zenfone 9, which was just announced
      2. Sailfish OS for open source/Linux based phone OS
         1. July 2022 review
2. Code
   1. Trying to use multinomial classification instead of One Vs Rest
      1. Ended up going from 3% to 47% which is great, but I remember getting 80% with a logreg before…
   2. Poetry a while ago switched to default to installing virtual environment packages inside project repo. I have been using this feature without realizing it, and it seems pretty good. Possible issues are backup size and Docker conflicts
3. Keyboard talk break
   1. Emacs has a Meta key, and used to have Super and Hyper keys
      1. Purple is learning emacs
4. We raided maweexy!

Shoutouts

Streamers who were active in chat

To Do

• [ ] Add custom function to look at the term frequency distributions