Machine Learning Pipelines in Python: Step-by-Step Guide with Scikit-Learn

Join my Python Newsletter ~ https://www.thenerdnook.io Get my Python Courses, Free ~ https://zerotoknowing.gumroad.com Join our Discord Community ~ https://discord.gg/dvrcpXSwyc In this video, we’ll 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. 🔔 Subscribe for content that helps you grow! 🔗 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 👉 Code Here - https://github.com/Joshwen7947/Machine-Learning-Pipeline 💥 SPONSOR ME - https://www.passionfroot.me/code-with-josh MY FAVORITE BOOKS 🐍 Python Crash Course - https://amzn.to/3vGDXqH 🛺 Automate the boring stuff - https://amzn.to/428yoO0 💽 Data Structures and Algorithms in Python - https://amzn.to/3SkzYZL 📘 Python pocket reference - https://amzn.to/3SlK0tA PS: Some of the links in this description are affiliate links that I get a kickback from 😜 🎬 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 🔹🔹🔹🔹🔹🔹🔹🔹🔹 🎙 PyPod Chronicles - https://thenerdnook.substack.com/podcast 🗞 LinkedIn - https://www.linkedin.com/in/josh-wenner/ 👨‍💻 GitHub - https://github.com/Joshwen7947 🔹🔹🔹🔹🔹🔹🔹🔹🔹 Tag ~ zero to knowing #zerotoknowing #learnpython #pythonforbeginners #100daysofcode #techeducation #python #pythontutorial #pythonprogramming #datascience #machinelearning #machinelearningwithpython machine learning, machine learning pipelines, python machine learning, scikit-learn tutorial, scikit-learn pipelines, data pipelines in python, data encoding, machine learning step-by-step, machine learning tutorial for beginners, python for machine learning, build machine learning pipelines, ml pipelines tutorial, machine learning with python, scikit-learn machine learning, data preprocessing in python, machine learning data encoding, ml pipelines in scikit-learn, scikit-learn python tutorial, python data pipelines, ml workflow automation, machine learning python tutorial, scikit-learn guide, machine learning projects in python, step-by-step machine learning, data engineering pipelines, python ml pipelines, scikit-learn step-by-step guide, machine learning data transformation, machine learning for beginners, python scikit-learn tutorial, machine learning explained, create pipelines in python, data preprocessing for ml, python ml models, how to build ml pipelines, machine learning python example, scikit-learn pipelines explained, python machine learning guide, machine learning algorithms, scikit-learn data encoding, machine learning pipeline tutorial, beginner python machine learning, data transformation in python, python pipelines tutorial, automating machine learning pipelines, ml pipelines with scikit-learn, python tutorial for ml, machine learning pipelines for beginners, scikit-learn preprocessing, python ml workflow, machine learning pipeline guide, scikit-learn data preprocessing, python pipeline coding, how to use scikit-learn, data encoding for machine learning, python ml pipeline automation, scikit-learn explained, machine learning models in python, pipelines for machine learning, python data workflow, machine learning techniques, machine learning basics in python, scikit-learn training pipelines, ml automation tutorial, scikit-learn step-by-step tutorial, python data processing, building machine learning pipelines, python data automation, python ml workflow tutorial, machine learning preprocessing tutorial, python coding for ml, pipeline examples in python, python beginner machine learning, scikit-learn implementation, machine learning pipeline basics, python scikit-learn workflow, data cleaning for machine learning, python ml data encoding, scikit-learn project tutorial, python scikit-learn projects, scikit-learn ml tutorial, machine learning basics tutorial, python tutorial for beginners ml, scikit-learn coding examples, machine learning examples in python, python data pipeline projects, python ml examples, how to preprocess data in python, step-by-step pipeline creation, scikit-learn preprocessing pipelines, python ml tutorial for beginners, scikit-learn tips and tricks, data encoding step-by-step, python ml coding tutorial, ml pipeline examples in python, machine learning workflow tutorial, python projects for ml, data science with scikit-learn, python step-by-step tutorial ml, preprocessing tutorial for ml, scikit-learn detailed guide, python scikit-learn data pipeline, machine learning project ideas, scikit-learn walkthrough, data engineering in python, python ml programming