Asad Ashraf KarelinArtificial Intelligence in Plain EnglishWhat is a Support Vector Machine?In machine learning algorithms SVMs (Support Vector Machines) are the most advanced algorithms and more specifically for classification to…6 min read·Apr 30, 2021----
Asad Ashraf KarelinNerd For TechBoosting in Machine LearningBoosting is an ensemble machine learning technique used to make a stronger classifier by using multiple weak classifiers. The first model…5 min read·Mar 9, 2021----
Asad Ashraf KarelinNerd For TechEnsemble LearningThis is a technique of machine learning to deal with complicated data, if simple machine learning algorithms are not capable to give…2 min read·Mar 7, 2021----
Asad Ashraf KarelinNerd For TechNaïve Bayes method in Supervised Linear Classification:Naïve Bayes is one the most effective and useful Machine Learning algorithms to make quite predictions with the classification purpose. It…3 min read·Feb 22, 2021----
Asad Ashraf KarelinNerd For TechBootstrap Aggregating and Random Forest ModelBootstrap Aggregating is also called Bagging. It is a machine learning ensemble meta-algorithm, which is designed to improve the accuracy…3 min read·Feb 19, 2021----
Asad Ashraf KarelinArtificial Intelligence in Plain EnglishDecision Tree for ClassificationA Decision Tree is a non-parametric Supervised Learning method. It makes the different subsets of the data; the splitting seems exactly…3 min read·Feb 19, 2021----
Asad Ashraf KarelinNerd For TechLogistic Regression:— — — — — — — — — — — — — — — — — — — — -4 min read·Feb 19, 2021----
Asad Ashraf KarelinNerd For TechConfusion MatrixThis is the fundamental structure of the statistical matrix. If actual does not match with the predicted we call it as Type-I and Type-II…3 min read·Feb 8, 2021--1--1
Asad Ashraf KarelALL_IMPORTANT_LIBRARIESStatistics and Machine Learning (Simple Linear Regression)2 min read·Jan 26, 2021----
Asad Ashraf KarelinNerd For TechDISCUSSION ON KURTOSIS:According to some research, Kurtosis is the ‘peakedness’ of the distribution or we can say the measure of tailness of the distribution. We…4 min read·Dec 30, 2020--1--1
