Master Machine Learning Pipelines in Python with Scikit-Learn: Step-by-Step Guide
Learn how to build efficient machine learning pipelines in Python using Scikit-Learn. Perfect for beginners and advanced users alike! ๐ Join my Python Masterclass and save 20% with code: save20now.

Code with Josh
10.3K views โข Jan 23, 2025

About this video
๐ Join my Python Masterclass - https://www.zerotoknowing.com/join-now
***Save 20% off your First Month with code: save20now at checkout!
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๐ Join our Discord Community ~ https://discord.gg/dvrcpXSwyc
In this video, weโll explore how to create efficient pipelines using Scikit-Learn to streamline your ML models.
Discover the essential techniques for data encoding, preprocessing, and automating workflows to handle complex datasets like a pro.
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๐ Code Here - https://github.com/Joshwen7947/Machine-Learning-Pipeline
๐ฅ SPONSOR ME - https://www.passionfroot.me/code-with-josh
MY FAVORITE BOOKS
๐ Python Crash Course - https://amzn.to/3vGDXqH
๐บ Automate the boring stuff - https://amzn.to/428yoO0
๐ฝ Data Structures and Algorithms in Python - https://amzn.to/3SkzYZL
๐ Python pocket reference - https://amzn.to/3SlK0tA
PS: Some of the links in this description are affiliate links that I get a kickback from ๐
๐ฌ Timestamps:
00:00 | Machine Learning Pipelines
6:25 | Load the dataset
10:30 | Numerical and Categorical Data
12:15 | Building a ML Pipeline
19:00 | Model Prediction
22:30 | Evaluate the Model
๐น๐น๐น๐น๐น๐น๐น๐น๐น
๐ PyPod Chronicles - https://thenerdnook.substack.com/podcast
๐ LinkedIn - https://www.linkedin.com/in/josh-wenner/
๐จโ๐ป GitHub - https://github.com/Joshwen7947
๐น๐น๐น๐น๐น๐น๐น๐น๐น
Tag ~ zero to knowing
#zerotoknowing #learnpython #pythonforbeginners #100daysofcode #techeducation #python #pythontutorial #pythonprogramming #datascience #machinelearning #machinelearningwithpython
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***Save 20% off your First Month with code: save20now at checkout!
๐ Join my Python Newsletter ~ https://www.thenerdnook.io
๐ Read my eBooks ~ https://www.zerotoknowing.com/ebooks
๐ Join our Discord Community ~ https://discord.gg/dvrcpXSwyc
In this video, weโll explore how to create efficient pipelines using Scikit-Learn to streamline your ML models.
Discover the essential techniques for data encoding, preprocessing, and automating workflows to handle complex datasets like a pro.
๐ Subscribe for content that helps you grow!
๐ LINKS:
- My Premium Newsletter Free Trial: https://tinyurl.com/4jp3kn32
- Get Early Access to all My Content - https://tinyurl.com/7rnnkp8c
- Stay Safe Online with my VPN deal: https://go.nordvpn.net/aff_c?offer_id=15&aff_id=101468&url_id=902
- 15% OFF All Merch (Use EARLYBIRD) - https://tinyurl.com/yeyuzdyd
๐ Code Here - https://github.com/Joshwen7947/Machine-Learning-Pipeline
๐ฅ SPONSOR ME - https://www.passionfroot.me/code-with-josh
MY FAVORITE BOOKS
๐ Python Crash Course - https://amzn.to/3vGDXqH
๐บ Automate the boring stuff - https://amzn.to/428yoO0
๐ฝ Data Structures and Algorithms in Python - https://amzn.to/3SkzYZL
๐ Python pocket reference - https://amzn.to/3SlK0tA
PS: Some of the links in this description are affiliate links that I get a kickback from ๐
๐ฌ Timestamps:
00:00 | Machine Learning Pipelines
6:25 | Load the dataset
10:30 | Numerical and Categorical Data
12:15 | Building a ML Pipeline
19:00 | Model Prediction
22:30 | Evaluate the Model
๐น๐น๐น๐น๐น๐น๐น๐น๐น
๐ PyPod Chronicles - https://thenerdnook.substack.com/podcast
๐ LinkedIn - https://www.linkedin.com/in/josh-wenner/
๐จโ๐ป GitHub - https://github.com/Joshwen7947
๐น๐น๐น๐น๐น๐น๐น๐น๐น
Tag ~ zero to knowing
#zerotoknowing #learnpython #pythonforbeginners #100daysofcode #techeducation #python #pythontutorial #pythonprogramming #datascience #machinelearning #machinelearningwithpython
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Views
10.3K
Likes
517
Duration
28:42
Published
Jan 23, 2025
User Reviews
4.6
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