Tune and Evaluate a Decision Tree Model with Scooby Doo Episodes
Offered By: Julia Silge via YouTube
Course Description
Overview
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
Related Courses
Social Network AnalysisUniversity of Michigan via Coursera Intro to Algorithms
Udacity Data Analysis
Johns Hopkins University via Coursera Computing for Data Analysis
Johns Hopkins University via Coursera Health in Numbers: Quantitative Methods in Clinical & Public Health Research
Harvard University via edX