Anix LynchProanixblog.hashnode.dev·Nov 5, 2024Part 4: 10 Advanced Topics in ML and Optimization with Math Notation Friendly Explained1. Matrix Factorization (e.g., Singular Value Decomposition) Matrix Factorization is a technique used to decompose a matrix into simpler, constituent matrices, often revealing useful properties or patterns in the data. One of the most common methods ...DiscussLDA
Omkar Kastureomkarkasture.hashnode.dev·Oct 1, 2024Classification Models Part-2: Exploring LDA and KNNIntroduction In the first part, we explored what a classification model is, using logistic regression as an example, along with the confusion matrix and different performance evaluation methods. In this article, we'll dive into two additional classif...Discuss·10 likesThe Ultimate Machine Learning Guide#ClassificationModels
Wilame Limawilame.hashnode.dev·Sep 10, 2024Weaving Fashion Trends through Topic Modeling and Social Media InsightsSocial media isn’t just about sharing updates or following influencers—it’s a constant flow of conversations reflecting what’s happening worldwide. Every day, platforms like Twitter and Instagram become the battlegrounds where trends, opinions, and i...DiscussNLPLogLDA
