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How to Build Your First Decision Tree in Python (scikit-learn)

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Are you intrigued by the power of decision-making in machine learning? By the end of this tutorial, you'll have a solid grasp of Decision Trees, be capable of implementing them in Python, and understand their role in various machine learning projects. What you'll discover: The fundamentals of Decision Trees: How they make decisions and create splits Hands-on coding: Building Decision Trees in Python using popular libraries Pruning and preventing overfitting: Strategies for optimizing Decision Tree performance Interested in discussing a Data or AI project? Feel free to reach out via email or simply complete the contact form on my website. 📧 Email: [email protected] 🌐 Website & Blog: https://ryannolandata.com/ 🍿 WATCH NEXT Scikit-Learn and Machine Learning Playlist: https://www.youtube.com/playlist?list=PLcQVY5V2UY4LNmObS0gqNVyNdVfXnHwu8 KNN Classification: https://youtu.be/Nz73vXn5afE Logistic Regression: https://youtu.be/aL21Y-u0SRs Support Vector Machine: https://youtu.be/kPkwf1x7zpU MY OTHER SOCIALS: 👨‍💻 LinkedIn: https://www.linkedin.com/in/ryan-p-nolan/ 🐦 Twitter: https://twitter.com/RyanNolan_ ⚙️ GitHub: https://github.com/RyanNolanData 🖥️ Discord: https://discord.com/invite/F7dxbvHUhg 📚 *Data and AI Courses: https://datacamp.pxf.io/XYD7Qg 📚 *Practice SQL & Python Interview Questions: https://stratascratch.com/?via=ryan WHO AM I? 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. This YouTube channel serves as both a platform for sharing knowledge and a personal journey of continuous learning. With a commitment to growth, I aim to expand my skill set by publishing 2 to 3 new videos each week, delving into various aspects of data analytics/science and Artificial Intelligence. Join me on this exciting journey as we explore the endless possibilities of data together. *This is an affiliate program. I may receive a small portion of the final sale at no extra cost to you.

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