pml.md

layout	title	permalink
page	Practical Machine Learning	/pml/

Model Evaluation

• Simple Guide to Confusion Matrix Terminology (sensitivity, specificity, etc.)

Supplementary Videos

• Video lectures from "An Introduction to Statistical Learning": Videos for Chapters 4, 5, 6, 8, and 10 can help to deepen your understanding of the topics presented in this course.

Machine Learning Competitions

• Participating in Kaggle's Allstate Purchase Prediction Challenge: Description of what it's like to compete in a Kaggle competition, including links to a project paper, R code, presentation slides, and a presentation video.