Overview of new features, changes, and fixes in PHP-ML 0.7.0, a machine learning library for PHP developers.
A guide to implementing logistic regression with gradient descent in JavaScript to solve classification problems.
A guide to implementing a weighted majority rule ensemble classifier in scikit-learn to combine different ML models and improve prediction accuracy.
An overview of predictive modeling, supervised machine learning, and pattern classification concepts, workflows, and applications.
A technical guide to Linear Discriminant Analysis (LDA) for dimensionality reduction and classification in machine learning, including a Python implementation.
An author critiques the overuse of PCA in data science, arguing it's not a universal solution for classification problems.
