PinnedJacob Bumgarner, Ph.D.inTowards Data ScienceBreaking it Down: K-Means ClusteringExploring and visualizing the fundamentals of K-means clustering with NumPy and scikit-learn.·6 min read·Nov 6, 2022--4--4
PinnedJacob Bumgarner, Ph.D.inTowards Data ScienceBreaking it Down: Logistic RegressionExploring the fundamentals of logistic regression with NumPy, TensorFlow, and the UCI Heart Disease Dataset·11 min read·Aug 19, 2022--2--2
PinnedJacob Bumgarner, Ph.D.inTowards AIBreaking it Down: Gradient DescentExploring and visualizing the mathematical fundamentals of gradient descent from scratch with Grad-Descent-Visualizer.6 min read·Jul 25, 2022--1--1
Jacob Bumgarner, Ph.D.NYT Mini Crossword — Group Competition AnalysisUsing Python & SQLite to analyze NYT mini crossword solves from a group chat.4 min read·Oct 3, 2021----