Many factors affect a vehicle’s market value but two of the most important factors are vehicle age and mileage. The average American vehicle travels about 14,000 miles per year, per the 2019 FHA data. Most publicly available depreciation estimates are... [Read More]

We recently moved into a rural home running on well water. The well pumps groundwater into a storage tank, which holds about 5,000 gallons of water. However, due in large part to the historic drought in California our well runs... [Read More]

My wife and I got three backyard chickens a few months ago. There was a lot of setup work initially, but we eventually settled into a routine that didn’t require much daily work. One pain point was waking up early... [Read More]

Millions of people use the Python library Pandas to wrangle and analyze data. I, being one of those users, noticed a few months ago something peculiar: accessing rows by an index reference through .loc can be significantly slower when using... [Read More]

ServeIt is an open source library that lets you easily serve model predictions and supplementary information from a RESTful API on any domain using your favorite Python ML library. This post illustrates the process of deploying a pre-trained ImageNet classifier... [Read More]