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
Understanding Statistical Hypothesis Testing
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
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
Logistic Regression in Python
Logistic Regression in Python Logistic Regression is used for classification problems in machine learning. It is used to deal with binary classification and multiclass
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