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.Nov 6, 20224Nov 6, 20224
PinnedJacob Bumgarner, Ph.D.inTowards Data ScienceBreaking it Down: Logistic RegressionExploring the fundamentals of logistic regression with NumPy, TensorFlow, and the UCI Heart Disease DatasetAug 19, 20222Aug 19, 20222
PinnedJacob Bumgarner, Ph.D.inTowards AIBreaking it Down: Gradient DescentExploring and visualizing the mathematical fundamentals of gradient descent from scratch with Grad-Descent-Visualizer.Jul 25, 20221Jul 25, 20221
Jacob Bumgarner, Ph.D.NYT Mini Crossword — Group Competition AnalysisUsing Python & SQLite to analyze NYT mini crossword solves from a group chat.Oct 3, 2021Oct 3, 2021