Data world - Multiple Regression Song

Details

Description

[Verse]
Got a target in my sights I can see it clear
Numbers like whispers that I strain to hear
In this Regression Analysis of data my path unfolds
I’m questing for a story that's yet untold

[Verse 2]
Outliers breaking rules missings like blackened skies
Scaling every mountain while the truth hides
Brush strokes on a canvas each point’s its own
Even data’s got heartbeats in its bones

[Chorus]
Oh linear lines tell me what you hide
Six stages to heaven where the metrics lie
Through equations and tides we’ll uncover the real
Got my mind in the numbers it's a full-on reel

[Bridge]
Assumptions they scare me with their hungry eyes
Rules for regression spinning wisdom in disguise
Where the scatter lays rough and the fit is gold
It's a saga of numbers that begs to be told

[Verse 3]
Goodness of fit like a whisper in the night
Feature selection guiding me to light
P-values dance at five beneath the neon glow
F-tests sing out loud the truths we gotta know

[Verse 4]
R-squared you’re the heartbeat of a model’s breath
Train and test split right oh this data set
Cross validation in the stream I’ll find the pearl
We’re making sense of chaos in this data world