Previously I have written about one popular supervised learning algorithm, linear regression, in today's post I will write about unsupervised learning algorithm, K-means algorithm. K-Means is a simple and widely used algorithm for clustering.

K-Means is commonly used to group particular data into some classes, clustering itself is categorized as unsupervised learning algorithm, which means that there is no previous data that has been labeled and there is no training process at the beginning when we creating the model.

The steps of K-means algorithm is simply described below :

  1. Decide the number of cluster k that will be used to…


Today I will share several university scholarships that you can apply to study abroad. In this post, I will mention both partial and full scholarships which cover tuition fees, living expenses, or both. Some universities will fund your study and living costs, but some of them will just cover either tuition or living expenses only. And in this post, the scholarship will only focus on master's degree scholarship. …


After posting my first medium story about a simple web scrapping, today I will write about a simple supervised learning algorithm, linear regression. I believe that most of you already got linear regression lessons at the school. In this post, again I will use python programming and google collab to build the linear regression model.

Before we start the coding environment, I will explain briefly about supervised learning and linear regression. Supervised learning is a machine learning method in which the data already has label as a target, so when we predict using new data we already know the name…


Hi, this is my first post on medium, I just inspired by a friend who is currently writing a very useful resource for you who want to learn about web scraping. You may follow her medium https://arrlany.medium.com/ if you are interested in web scraping and python.

In this very first post, I will tell about how to scrap a website using beautifulsoup library in python. This is a very simple step and I just got it from my previous bootcamp class. …

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