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Tune and Evaluate a Decision Tree Model with Scooby Doo Episodes

Julia Silge via YouTube

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Overview

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Explore decision tree modeling using Scooby Doo episode data in this 35-minute tutorial. Learn to predict monster status, choose simpler models, and visualize results. Dive into data visualization, IMDB ratings analysis, model training, tuning, and interpretation. Follow along with code examples and gain practical insights into machine learning techniques using a fun, nostalgic dataset.

Syllabus

Introduction
Data
Time
Visualization
Imdb ratings
Train the model
Set up the model
Tune the model
Results
Final Fit
Summary

Taught by

Julia Silge

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