YoVDO

Tune and Evaluate a Decision Tree Model with Scooby Doo Episodes

Offered By: Julia Silge via YouTube

Tags

Machine Learning Courses Data Analysis Courses Data Visualization Courses Predictive Modeling Courses Model Training Courses Model Tuning Courses

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

Introduction to Artificial Intelligence
Stanford University via Udacity Natural Language Processing
Columbia University via Coursera Probabilistic Graphical Models 1: Representation
Stanford University via Coursera Computer Vision: The Fundamentals
University of California, Berkeley via Coursera Learning from Data (Introductory Machine Learning course)
California Institute of Technology via Independent