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Michi T - Train (LightGBM X Cardi B parody) [MUSIC VIDEO]

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Published on Feb 18, 2019

A tribute to Cardi B's "Ring (ft. Kehlani)" about machine learning.

Lyrics:

Train train train train

My GBM ain’t light no more
Oh ohhhh
Need to move on from prototyping
Dem params I can’t tune no more
I want a faster way than Gridsearch CV

Should I push first? I can’t decide
Beat da benchmark but a bitch got pride
Need to pickle that shit but my kernel died
Cos I’m refitting 50 different models on the side
And you know I ain’t pushed a commit in a while
Brain’s all fuzzy from this error and trial
If I quit then that’s it cos I’m growing impatient
Might try one last Box Cox transformation
You don’t want this gun smoke
Learn to code with my eyes if my hands broke
I don’t care if we change the objective and then hit re-train
I just don’t wanna change my training query again, digga

My GBM ain’t light no more
Oh ohhhh
Need to move on from prototyping
Dem params I can’t tune no more
I want a faster way than Gridsearch CV

Nah team now you gon' have to audit me
Been lookin' at these methods and they all me
Actin' like a single bug couldn’t reverse
These results from good to worse
A single line a single typo all it takes now, coffee
You gon' be sick to yo stomach
Hit me when you free, 1-800
This PR needs attention like 911
And I really wanna move this Jira card to done
MSE on my screen; MSE in production (brr)
Need to ensure these results’ reproduction
Was a good girl, or am I naive
Cos these results just too good to believe

My GBM ain’t light no more
Oh ohhhh
Need to move on from prototyping
Dem params I can’t tune no more
I want a faster way than Gridsearch CV

You used to be on my mind, gradient boosting all the time yeah
Love it how you make me feel
Like no one can learn nonlinear relationships like you do
You know it don’t go to my head, but I can be misled
To believe that I’d prefer no other algorithm instead

Now I’m all caught up, yeah I’ve dove deep in that modelling rabbit hole
Keep on adding features, trying to reach an infeasible accuracy goal

This sprint is over, sprint is over, baby

My GBM ain’t light no more
Oh ohhhh
Need to move on from prototyping
Dem params I can’t tune no more
I want a faster way than Gridsearch CV

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