An 87% efficient Spam Filter implemented from scratch using Naive Bayes Algorithm. We coded a Naive Bayes classification classification model which is based on multinomial Naive Bayes algorithm. We ...

Logistic regression is a fundamental machine learning algorithm used for binary classification problems. It's a statistical method that estimates the probability of an instance belonging to a ...

Today we will learn about a very interesting topic in Machine Learning i.e. KNN algorithm. It is a very simple and fundamental place to start in machine learning. The logic behind this algorithm is ...

I just published my first data science blog post. "I Built Netflix's Algorithm From Scratch", and the results surprised me. In 2006, Netflix offered $1,000,000 to improve their recommendation ...