Leveraging fast.ai to perform image classification on different birds — Introduction I grew up in a family of avid birdwatchers, and although I haven’t been birding in years, I do have fond memories of birdwatching with my family growing up. As I’ve recently been experimenting with the fast.ai …

Leveraging geolocation data and k-means clustering to identify the best neighborhoods to open an Italian restaurant in Philadelphia — Background Location is a critical factor for any business, and it’s especially important in the restaurant industry which typically operates on thin margins, relies heavily on foot traffic, and is heavily impacted by the level of competition in the area. …