Saurabh Mishra
Saurabh

Saurabh

Follow
homeMachine Learning

Support Vector Machines(SVMs)

Aug 8, 20225 min read

Introduction The objective of the support vector machine algorithm is to find a hyperplane in an N-dimensional space (N — the number of features) that...

Support Vector Machines(SVMs)

Decision Trees

Aug 8, 20225 min read

Introduction Classification is a two-step process, learning step and prediction step, in machine learning. In the learning step, the model is...

Decision Trees

Naive Bayes' Classifier

Aug 8, 20222 min read

Introduction A Naive Bayes classifier is a supervised machine learning model that’s used for classification task. As a classifier, it is used in face...

Naive Bayes' Classifier

Logistic Regression

Aug 7, 20225 min read

Introduction Logistic Regression is a supervised machine learning algorithm used to classify a target variable based on one or more continuous or...

Logistic Regression

Linear Regression

Aug 7, 20225 min read

Introduction Linear Regression is a supervised machine learning algorithm which finds a best fit line between a dependent variable and one or more...

Linear Regression

Machine Learning

Aug 6, 20222 min read

Introduction Machine Learning is said as a subset of artificial intelligence that is mainly concerned with the development of algorithms which allow a...

Machine Learning