YouTube Data Collection Tutorial
In this post, we will cover a quick guide on how to collect closed caption text from YouTube videos. With a dataset of texts like this, you can do sentiment…
Model Drift: Detecting the Faulty Evolution of ML Models
What is Model Drift? Imagine the scenario where you’re a data scientist, you built this really useful and impactful model and put it into production. Not only that, it actually…
Data Leakage
What is Data Leakage? Data leakage is when a machine learning model is trained using data that was not meant to be training data. It is a big problem as…
71 Types and Applications of Math
So you may be wondering what’s the point of all this high-level mathematics you might be learning. Or maybe you are a math major trying to figure out where math…