title: Implementing SVM RBF
body: <p>I am new to the Data Science field and I know how to use sklearn library and how to customize the RBF kernel but I want to implement SVM-RBF kernel from scratch for learning purposes and how to implement fit and predict manually without using sklearn library.</p>
  
  <p>Are there any good resources that help me? What skills do I need to learn to achieve this? 
  Do you recommend any books that are easy and simple to understand the main concepts in machine learning for beginners as a start point?</p>
  
  <p>Thank you very much.</p>