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Scikit-Learn Full Crash Course - Python Machine Learning

2025-08-03 Science & Technology
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NeuralNine
NeuralNine
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Description

Today we to a crash course on Scikit-Learn, the go-to library in Python when it comes to traditional machine learning algorithms (i.e., not deep learning). Scikit-Learn Docs: https://scikit-learn.org/stable/api/index.html ◾◾◾◾◾◾◾◾◾◾◾◾◾◾◾◾◾ 📚 Programming Books & Merch 📚 🐍 The Python Bible Book: https://www.neuralnine.com/books/ 💻 The Algorithm Bible Book: https://www.neuralnine.com/books/ 👕 Programming Merch: https://www.neuralnine.com/shop 💼 Services 💼 💻 Freelancing & Tutoring: https://www.neuralnine.com/services 🖥️ Setup & Gear 🖥️: https://neuralnine.com/extras/ 🌐 Social Media & Contact 🌐 📱 Website: https://www.neuralnine.com/ 📷 Instagram: https://www.instagram.com/neuralnine 🐦 Twitter: https://twitter.com/neuralnine 🤵 LinkedIn: https://www.linkedin.com/company/neuralnine/ 📁 GitHub: https://github.com/NeuralNine 🎙 Discord: https://discord.gg/JU4xr8U3dm Timestamps: (0:00) Intro (1:49) Environment Setup (5:32) Preview Example (12:22) Datasets (23:12) Splitting Data (33:02) Preprocessing (41:35) Feature Encoding (52:51) Classification (1:00:27) Regression (1:04:48) Clustering (1:12:58) PCA (1:18:04) Metrics (1:23:33) Cross-Validation (1:25:37) Hyperparameter Tuning (1:31:04) Pipelines (1:32:53) Outro

Top Comments (10)

@Cat-w8l4b 2025-08-07

Bro, I was looking for a scikit-learn course the other day but ended up forgetting and giving up. I had no idea my favorite YouTube ML teacher would upload one just a few days later! Thank you!

59 1 replies
@dipalichothmal7332 2025-08-04

very informative, looking forward to more advance sklearn course

10
@LastBreathCA 2025-08-04

Exactly what i needed, hope you will also do a Tensorflow course and thanks a lot

8
@matteo679 2025-10-14

Thanks! What an amazing, broad overview! It'd be great if in the future you came back to scikit-learn to explore it further 🙏

5
@beliebigerusername 2025-08-14

Florian, knallharter Pro. Keine Diskussion darüber. Danke für Deinen Channel!! Und das hohe Niveau + wie ich finde: extrem sympathisch. 👍

4
@mojjappa 2025-11-11

i never understood sci-kit learn i browsed so many channels no one explained sci-kit learn as a tool kit thank you man

2
@MoreAbout-Islam 2026-05-15

i scrolled and this was the shortest video of scikit learn. took the risk but in first few moments i knew the was serious. brilliant way of covering topics. Great Guy. Love the video. Keep it up!

2
@Foxy-za 2026-04-15

Thank you very much for this! The other Python ML courses I initially found were so lengthy and started with the very basics. It was nice to just get to the point and follow along, pause, think about what is going on, explore the properites and attributes of the objects, mess around with some plots, read documentation etc. on my own

1
@mariuspy 2025-11-30

great tutorial, good pace, easy to understand, straight to the point

0
@ShalvaGamkrelidze 2026-05-10

Appreciate, this is better than many of Scikitearn courses👏👏

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