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Articles tagged with #machine-learning-algorithm
Welcome to the final part of our journey. After we built our Machine Learning models, I guess we still have some questions: How do we handle the bias-variance tradeoff when building a model and checking its performance? How do we pick the best valu...
Welcome to Part 5 - Association Rule Learning! ARL - Apriori Intuition Before starting, i wanna tell you an urban legend in data science. This is not a myth, it actually happened a long time ago. Well the legend got distorted over time but here it is...
Hello and welcome back to the blog of machine learning. Today we will learn about Bayes theorem. Our main focus for this blog is on naive but we can’t proceed to it without Bayes theorem so here it is. Question Why is this algorithm called the native...
Hello and welcome back to machine learning. Previously we learned about linear support vector machine algorithm. Today we’ll learn the kernel support vector algorithm. Let’s start Kernel SVM Intuition As you can recall, in the support vector machine ...
Support Vector Machines (SVMs) were initially developed in the 1960s and refined in the 1990s. Currently, they are becoming very popular in machine learning because they have demonstrating that they are very powerful and somewhat different from other...
Hello and welcome back to the ML blogs. Today we will learn about the K nearest neighbor. Let’s get started! Intuition Let’s say you have a plot where you have two types of category, red data and green data. Now, if a new data point appears where sho...
