Math you need as a Data Scientist

Let's talk about the mathematical concepts you need as a data scientist
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RESOURCES
[1] Monte Carlo Simulations: • A Guide to A/B Testing...
[2] Quantile Regression: • Quantile Regression - ...
[3] A fun animation on Calculus: • History of Calculus - ...
[4] Optimizers Explained here: • Optimizers - EXPLAINED!

[@lucio8794]

Great delivery of the topics, the quality and organization of the information gets better with every video

[@CodeEmporium]

Thank you! I try my best :)

[@johnny_silverhand]

Man you should do an end to end ML and AI online course and I will buy it immediately

[@CodeEmporium]

Glad! I have course ideas planned for the near future. Will keep you posted :)

[@EdeYOlorDSZs]

ADAM is the best optimisation algorithm xdddd

[@OscarFromIndia]

Hi, another awesome video, I have a question though, what are the tests that you mention @04:56?

[@CodeEmporium]

These are a few non parametric tests (tests that you can use more widely than say the t test because there isn't a strong assumption of the underlying population distribution). "Mann Whitney U Test" is what i said for context :)

[@pascalsimo8968]

Cool

[@sourovdas7883]

attention is all you need

[@CodeEmporium]

.... With a lil bit of other stuff too :)

[@RidingWithGerdas]

Great topic and content. But god.. I can't watch this twitchy, laggy video.. Running it in the background :)

[@CodeEmporium]

Yea. I got a webcam. But it looks like it gets choppy pretty often. I'll probably invest in a better camera in the near future

[@NicholasRenotte]

Double check your settings on OBS if you’re recording on that. Had a bunch of issues there as well.

[@BB-dl6zd]

If you see many tutorials about something on the internet. I have a theory that it is not owrth it because if they sere making real money they wouod not be doing youtibe videos.

[@CodeEmporium]

Nice! Once you have a hypothesis (a theory), it's important to back it up with data. I have made a few videos on A/B testing that touch this topic. And this video will also give a broad overview with examples. Still think it's worth the watch :)

[@BB-dl6zd]

@@CodeEmporium hahaha oh i admit you are good. And funny. 👍😄

[@CodeEmporium]

I bow to you good sir