Sample_Portfolio Intro to Machine Learning 2022 Fall Isabelle Villegas - iav180000 Overview Overview of ML Document Data Exploration Data Exploration Files Linear Models Linear Model Files Machine Learning from Scratch Machine Learning from Scratch Files Searching for Similarities Searching For Similarity Files Kernel & Ensemble Methods Kernel & Ensemble Methods ML with sklearn ML with sklearn