RADHAMADHAB DALAI·May 11Optimization Theory and Applications-3Gradient of Quadratic Forms and the Matrix Product Rule
AmeerSaleem·May 18, 2025Distribution-based clustering with the Gaussian Mixture ModelExplaining how to group data into Multivariate Gaussian clusters, with an application of the Expectation Maximisation algorithm.
AmeerSaleem·May 12, 2025Why the Multivariate Gaussian distribution isn’t as scary as you might thinkExplaining how the Multivariate Gaussian’s parameters and probability density function are a natural extension one-dimensional version.
Ujang Riswanto·Apr 9, 2025Understanding the Math Behind Multivariate Logistic RegressionMultivariate logistic regression isn’t just about crunching numbers — it’s about making data-driven decisions.
Ujang Riswanto·Apr 8, 2025Real-World Applications of Multivariate Logistic Regression You Should KnowMultivariate logistic regression is like the cooler, more capable sibling of regular logistic regression.
