Oscar Contreras CarrascoinTowards Data SciencePMF for Recommender SystemsProbabilistic Matrix Factorization and Collaborative Filtering9 min read·May 7, 2020--1--1
Oscar Contreras CarrascoinTowards Data ScienceNaive Bayes ExplainedThe Naive Bayes model described in depth, from its derivations to an implementation in Python using the MNIST dataset.11 min read·Aug 7, 2019--1--1
Oscar Contreras CarrascoinTowards Data ScienceSupport Vector Machines for ClassificationIntuition for Support Vector Machines (SVM) for classification and implementation in Python12 min read·Jul 7, 2019----
Oscar Contreras CarrascoinTowards Data ScienceGaussian Mixture Models ExplainedIn the world of Machine Learning, we can distinguish two main areas: Supervised and unsupervised learning. The main difference between…12 min read·Jun 3, 2019--18--18