203. logreg and catboost

203. logreg and catboost from lara's hype eng vol. M. Web player, likes, and session sync: https://lare.m-d-r-n.com/play/203 Telegram post: https://telegram.me/lara_just_in_case/295 Lyrics: [Verse 1] Give me the data — broken, buried, wrong, I'll find it somewhere no one thought to look. Dirty CSVs, a schema twelve tabs long, I'll clean it till it shines, I'll write the book. Every null value, every rogue outlier — Mine. I'll fix it. Hand it over, please. But when the modeling part starts getting higher, I'm like: here you go, now can I leave? [Chorus] Here's your logreg, here's your catboost, Tune the parameters yourselves, you'll be fine. I'm already somewhere in the next mess — There's data waiting and it's calling mine. Data scientist, classical sense: more data, less science, and that's okay. Modeling is someone else's film. I want the raw stuff. I want the find. Next project — hey. [Verse 2] Where to get it, how to join it, what to drop — That's the question that actually keeps me warm. I could live inside the pipeline, never stop, Chasing every edge case through the storm. Hyperparameter tuning — sure, it's real, There are people built for that, and good for them. I'm the one who digs until the numbers feel Clean enough to hand off. And then? [Chorus] Here's your logreg, here's your catboost, Tune the parameters yourselves, you'll be fine. I'm already somewhere in the next mess — There's data waiting and it's calling mine. Data scientist, classical sense: more data, less science, and that's okay. Modeling is someone else's film. I want the raw stuff. I want the find. Next project — hey. [Outro] Elbow-deep in data. That's the job. Elbow-deep in data. Next.