#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