SVM (part-3) | Non-linear CLASSIFICATION | Kernel Trick

We are discussing Supervised Machine learning algorithms to solve classification problem. And in this video we are discussing Support Vector Machine (SVM) for the same. We have discussed how to obtain the most optimal hyperplane, how to classify data that is linearly classifiable, and how to elevate the feature space incase the data is not linearly separable. In the previous video, we discussed Support Vector Machine - SVM (part-2) | Soft and Hard margin | Math Intuition behind SVM (CLASSIFICATION) -- https://youtu.be/nvWsTYcCbG0 Support Vector Machine (part-1) | Hyperplane | Most optimal Hyperplane | Linear classification -- https://youtu.be/WF-3Bhgy_B8 Logistic Regression, Linear Regression, Sigmoid Function, Log-odds (Part-1) -- https://youtu.be/27W9U4IEHUE Logistic Regression (Part-2) , Sigmoid Function and Log-odds -- https://youtu.be/zGvgBDpU8Ck Introduction to CLASSIFICATION ALGORITHMS in Machine Learning - https://youtu.be/USg8mje61rA Introduction to Machine Learning - https://youtu.be/M2QFKBLUEWw Supervised, unsupervised, reinforcement learning - https://youtu.be/bCvk9sWFJd4 Need to learn big data and data analysis? Big data analysis playlist - https://www.youtube.com/watch?v=moxqr5Y3Yjg&list=PLJZRsvlsqsmqSsfqf5qu5BHKA6Wc2YKLq Machine Learning playlist - https://www.youtube.com/watch?v=M2QFKBLUEWw&list=PLJZRsvlsqsmqGGFt9ZUeiv9gl_ZoD-hcC Subscribe to my channel - https://www.youtube.com/channel/UCKIj6ZHWMebixo5ntsnQ7cg/ CSS Concepts playlist - https://youtube.com/playlist?list=PLJZRsvlsqsmpyQqPheNX63l8fx94PijsP HTML & CSS Coding projects and challenges playlist - https://youtube.com/playlist?list=PLJZRsvlsqsmrgRNpQNo2izpyA9BYKzehf Decoding Coding (HTML|CSS) playlist - https://www.youtube.com/playlist?list=PLJZRsvlsqsmoF2oLH8fLOnwPzCTpfZElu