Machine Learning With Python Video 17 : Support Vector Regression (SVR)

In this video we will discuss about support vector regression that is a part of support vector machine , as we know support vector machines can be used for both regression and classification data type .SVMs solve binary classification problems by formulating them as convex optimization problems. The optimization problem entails finding the maximum margin separating the hyperplane, while correctly classifying as many training points as possible. SVMs represent this optimal hyperplane with support vectors. link to notebook and dataset used in this video : https://github.com/harshitroy2605/support-vector-regression link to our previous videos : https://www.youtube.com/playlist?list=PL288dDBJtFXC_dFUPgIgPF2SSAUr3Tv42 some youtube search terms: support vector machine kernel support vector machine explained support vector machine python support vector machine example support vector machine algorithm support vector machine in data mining support vector regression in machine learning support vector machine in machine learning what is support vector machine algorithm what is support vector regressor what is support vector regression in machine learning what is support vector machine in machine learning what is support vector regression what is support vector machine how to find support vectors in svm how do support vector machines work how does support vector machine work how does support vector regression work how support vector machine works some related video title : Support Vector Machine (SVM) - Fun and Easy Machine Learning How SVM (Support Vector Machine) algorithm works How SVM (Support Vector Machine) algorithm works Support Vector Machine - How Support Vector Machine Works | SVM In Machine Learning #stay_home #code_with_me #SVR #i_know_python