Row Vector, Column Vector, Dot Product Linear Algebra for Data Science A good understanding of linear algebra is much needed for understanding many machine learning algorithms. In

# Category: Machine Learning

## Data Visualization Using Seaborn

Data Visualization Seaborn plots Data Visualization Using Seaborn Seaborn is used for data visualization, and it is based on matplotlib. It provides a high-level interface for

## An Introduction to Support Vector Machine

Support Vector Machine (SVM) SVM is a supervised machine learning algorithm that is used for both classification and regression problems. SVM is used for both linear

## An Introduction to K-Nearest Neighbours Algorithm

KNN The K-Nearest Neighbours (KNN) algorithm is one of the simplest supervised machine learning algorithms that is used to solve both classification and regression problems.

## Naive Bayes Classifier in Machine Learning

Machine Learning Mathematical explanation and python implementation using sklearn Naive Bayes Classifier Naive Bayes Classifiers are probabilistic models that are used for the classification task. It

## Understanding Decision Trees in Machine Learning

The math behind decision trees and how to implement them using Python and sklearn Decision Trees The decision tree is a type of supervised machine