Linear Discriminant Analysis

Summary

Lecture 6 in the Introduction to Machine Learning (aka Machine Learning I) course by Dmitry Kobak, Winter Term 2020/21 at the ... Statistical Learning, featuring Deep Learning, Survival We will cover classification models in which we estimate the probability distributions for the classes. We can then compute the ... This video is a part of an online course that provides a comprehensive introduction to practial machine learning methods using ... How do you find the single best angle to separate two groups of data? Fisher's See all my videos at tilestats.com/ In this video, we will see how we can use LDA to combine variables to predict if ... In this video, we take a closer look at Linear Discriminant Analysis (LDA), a method for dimensionality reduction that focuses ... Get my Free NumPy Handbook: python-engineer.com/numpybook In this Machine Learning from Scratch Tutorial, we ... This lecture explains the concept of LDA including between-class variance, within-class variance and related examples.