Ben Earnest, M. Sc.Introduction to Causal Inference: What it is, and How it can be UsedI spend a lot of time reading different authors on Medium, or looking around on X for topics in Data Science that may be trending. When I…Sep 5, 20232Sep 5, 20232
Ben Earnest, M. Sc.inAI MindAn Overview of Convolutional Neural Networks (CNN)Image classification and object detection are fascinating areas of data science, at least to me anyway :). I’ll never forget the first…Aug 24, 2023Aug 24, 2023
Ben Earnest, M. Sc.inAI MindClustering Algorithms: Our Unsupervised Tool to Find Order in ChaosK-Means was one of the very first machine learning algorithms I ran (besides linear regression, of course). I kind of stumbled on it during…Aug 17, 2023Aug 17, 2023
Ben Earnest, M. Sc.inAI MindWhat is Conformal Prediction in Data Science?I’m a few years in to my data science journey, so there are still plenty of topics to learn and dig into. One I’ve been hearing a lot more…Aug 11, 2023Aug 11, 2023
Ben Earnest, M. Sc.Applying Data Science to BaseballBaseball is a sport steeped in tradition, yet it has always been an early adopter of quantitative analysis, dating back to the pioneering…Aug 7, 20231Aug 7, 20231
Ben Earnest, M. Sc.Principal Component Analysis: A Great Tool For Dimensionality ReductionHello, fellow data enthusiasts! My goal for this post is to delve into Principal Component Analysis (PCA), one of the most powerful and…Jul 29, 2023Jul 29, 2023
Ben Earnest, M. Sc.Introduction to Hyperparameter Tuning in Machine LearningWhen you begin your journey into the world of machine learning, you’ll find yourself navigating a landscape full of algorithms, models, and…Jul 21, 2023Jul 21, 2023
Ben Earnest, M. Sc.A Fun Text Analysis of Taylor Swift’s SongsHello Swifties! Today, we’re going to embark on an exciting journey through the poetic landscape of Taylor Swift’s lyrics. We’ll dive into…Jul 21, 2023Jul 21, 2023