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
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
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.
Statistics Hypothesis testing, p-value, types of t-test, and much more Inferential Statistics Inferential statistics allow you to draw inferences about the population from the sample. It
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
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