Train Test Split with Python Machine Learning (Scikit-Learn)

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In this Python Machine Learning Tutorial, we take a look at how you can split a data set through train test split in scikit learn.

This is a great method for prepping your data before you run a model.

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As a full-time data analyst/scientist at a fintech company specializing in combating fraud within underwriting and risk, I've transitioned from my background in Electrical Engineering to pursue my true passion: data. In this dynamic field, I've discovered a profound interest in leveraging data analytics to address complex challenges in the financial sector.

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RyanAndMattDataScience

Thanks so much for your video. So simple and easy to follow.

tengsolomon

im starting learning machine learning cause my duty on college, this video explain with ease, thank you Ryan, keep it up.

rifqimaruf

Thanks a lot! Small question, what should I do if I want to have a stratified splitting with the same database?

darks_

Ryan - Great content- thanks but wonder if you can provide a road map for the playlists. I think that will be really helpful.

henry-oi

Thanks for the great content. I wonder if you discuss data leakage in your later videos/project. I was confused on when I should do train_test_split in a project. like should i do the pre-processing data first or train_test_split first

henry-oi

Thanks this makes so much sense! I'm running a multiple regression on some stock data but my r2 value is coming out pretty low.. do you know how i can improve the model? or do u have a vid on it?

N-cf

Hello, do you recommend learning sql first, before starting with ML ?

jencinas

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