Muhammad Talha Fayyaz·Mar 19How Feature Transformation Makes Linear Classification Easier?Feature Transformation is key player in Machine Learning algorithms as its the one which transforms abstract data into vectors. In…
Muhammad Talha Fayyaz·Mar 16Linear ClassifiersToday I studied linear classifiers and will break-down the concept in easy words.
Prajun Trital·Dec 4, 2025Linear ClassifiersThe focus shifts from regression, which predicts continuous values, to classification, which predicts discrete or categorical outcomes.
Bornouksyn Officiel·Jul 10, 2024Learning From Basics : Perceptron Algorithm, The Origin of Sophisticated Deep LearningDeep Learning is beginning to conquer the world. Many of us see the wonderful things that can be done by Deep Learning nowadays, and even…
Prasan N H·Jan 6, 2024Linear Discriminant Analysis (LDA) in ClassificationIn supervised learning methods, Linear Discriminant Analysis (LDA) stands out as a powerful technique for multi-class classification…
Mayank Puvvala·Dec 10, 2023#100DaysOfML Day 51✅How to Generate and Edit Images, Text, and Vectors with Machine Learning/ Deep Learning
Lee·Aug 20, 2023#11 What is a linear classifier (Logistic Regression)The previous Perceptron can successfully achieve binary classification, but it can only determine whether the prediction result belongs to…
JensRahnfeld·Aug 18, 2023Linear Classifiers: Exploring Geometrical IntuitionLinear classifiers are everywhere. Yes, your deep neural network is technically a linear classifier on top of a learned feature space…
Lee·Aug 13, 2023#10 What is a linear classifier (Perceptron)The Perceptron algorithm is one of the earliest algorithms developed in the field of machine learning. It is a simple linear classifier…
