Machine Learning

Introduction At Homebound, the Machine Learning & Pricing team is responsible for developing and maintaining an Automated Valuation Model (AVM) to accurately predict the value of a property. Dubbed here as the Homebound Valuation Model (HVM), characteristics such as the size of a home, property view, proximity to major roads…

It took a 6th grade science fair for me to train my first neural network in a long while. My family lives in rural patch of Northern California filled with oak, redwood and other native flora. For the upcoming science fair my son decided to build a machine learning model…

Simplifying data analysis for everyone — Motivation Pivoting and Grouping operations are fundamental to every typical tabular data analysis process. The pivot_table() and groupby() method stands among one of the most commonly used methods in Pandas. Used primarily for understanding categorical data, Grouping lets you compute statistics for individual groups in the data.

A common pattern we have observed is that building and deploying a production-purpose ML model are done by different teams, typically an ML algorithm team and a device operation team. The ML team handles model training and evaluation, while the device team is responsible for migrating the model to the…

Adrienne Kline reflects on a multidisciplinary career that bridges medicine, machine learning, and engineering — In the Author Spotlight series, TDS Editors chat with members of our community about their career path in data science, their writing, and their sources of inspiration. Today, we’re thrilled to share our conversation with Adrienne Kline. Adrienne Kline is a postdoctoral fellow in the Department of Preventative Medicine at…

By: Richard Moss for ISYE 6740 Code: https://github.com/CAmossy/ISYE_6740 Problem Statement League of Legends has been one of the largest video games in the world for more than 10 years. Built for competitive gameplay, League of Legends is a five-versus-five Multiplayer Online Battle Arena (MOBA) style game, in which teammates must pilot a…