The Machine Learning MetricsUnderstand Accuracy, Precision, Recall and F1-score, their meaning, limits, and how they help evaluate machine learning classification models.5 min readยทrayanetoko.hashnode.dev10h ago
The Rosenblatt Perceptron: Experiments and ObservationsImplement Rosenblatt's perceptron in Python and explore its learning rule, linear separability, weight updates, and limitations through experiments.4 min readยทrayanetoko.hashnode.devOct 25
Symbolic AI paradigmsAn introduction to the Symbolic AI paradigm, its principles, knowledge representation, reasoning, and search algorithms.4 min readยทrayanetoko.hashnode.devAug 5
The Art of Git CommitsBest practice for git commit message writing3 min readยทrayanetoko.hashnode.devJun 15