Data science, analytics, and building things — posts by Lukas Forst.https://lukasforst.dev/https://lukasforst.dev/blog/movie-recommendation-system/https://lukasforst.dev/blog/movie-recommendation-system/Building a simple command-line movie recommendation system with Python, the themoviedb API, and tree data structures.Sun, 09 Jan 2022 00:00:00 GMThttps://lukasforst.dev/blog/dog-breed-classifier-resnet/https://lukasforst.dev/blog/dog-breed-classifier-resnet/Building a dog breed classifier with a CNN from scratch and transfer learning with ResNet-50 — plus a human look-alike detector.Wed, 22 Apr 2020 00:00:00 GMThttps://lukasforst.dev/blog/approaching-a-dataset/https://lukasforst.dev/blog/approaching-a-dataset/A practical walkthrough of the Boston Airbnb dataset: profiling, price drivers, seasonality, and a first price model.Sat, 11 Apr 2020 00:00:00 GMT