Support Vector Machines: All you need to know!

#MachineLearning #Deeplearning #SVM

Support vector machine (SVM) is one of the best nonlinear supervised machine learning models. Given a set of labeled training data, SVM will help us to find the optimal hyperplane which categorizes new examples. This video is all about SVM, an intuitive introduction of all you need to know!

Colab link for this video:
https://colab.research.google.com/drive/1ucP0R8SvmqEyZcwPspDmva8gEIbiut8b?usp=sharing

Instagram:https://www.instagram.com/machinelearning/

0:00 Introduction
0:34 Finding the optimal Hyperplane
3:04 Finding Max Margin Mathematically
7:24 Lagrange Multiplier
9:49 Hard Margin vs Soft Margin
12:28 Kernel Trick

Видео Support Vector Machines: All you need to know! канала Intuitive Machine Learning