Logistic vs Logit Functions

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Gosh, here are some terms that I could never get straight. But now I have this sweat tune to get stuck in my head and help me remember the difference between the Logistic and Logit functions. BAM!

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Wow! I'm never ever going to forget logistic and logit functions my entire life

divyanshn
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Hi Josh, thank you so much. You have helped me a lot on the road of becoming an analyst.
One quick question: if I use the logistic function to turn logistic regressions feature coefficients to probability. How would I interpret the new probability coefficient now?
What I mean is like with log odd, we can say that the log odd of the odds of something increases/decreases by [insert_coefficient] with one unit increase of an independent variable.

datdao
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Sir! You're a bard on the island of Machine Learning! The nicest bard I've ever met!

jennycotan
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Why? How are odds more informative than probabilities?

scrotates