6 Steps To Write Any Machine Learning Algorithm From Scratch: Perceptron Case Study

This goes back to what I originally stated. If you don't understand the basics, don't tackle an algorithm from scratch. For the Perceptron, let's go ahead and answer these questions: After you have a basic understanding of the model, it's time to start doing your research. Some people learn better with textbooks, some people learn better with video. Personally, I like to bounce around and use various types of sources. For the mathematical details, textbooks do a great job, but for more practical examples, I prefer blog posts and YouTube videos. Now that we've gathered our sources, it's time to start learning.