Navjot SinghinArtificial Intelligence in Plain EnglishWhat is K-Means Clustering?Before we begin with the K-means Clustering and its Algorithm, let’s first talk about Clustering.·5 min read·Jul 9, 2020----
Navjot SinghinThe StartupWhat Is Naive Bayes?Before we build a classifier, let’s talk about the algorithm behind it·5 min read·Jun 23, 2020----
Navjot SinghinThe StartupSupport Vector MachineBefore we dive into Support Vector Classifier, let’s take a step back and review Support Vector Machine.·7 min read·Jun 19, 2020----
Navjot SinghinAnalytics VidhyaRandom ForestRandom Forest is a supervised learning algorithm. Like you can already see from it’s name, it creates a forest and makes it somehow random…3 min read·Jun 16, 2020----
Navjot SinghinThe StartupDecision Tree RegressionBefore we begin with the Regression Trees or the Decision Tree Regression, let’s recall and review the simple Decision Tree.·5 min read·Jun 14, 2020----
Navjot SinghinAnalytics VidhyaK Nearest NeighborsKNN falls in the supervised learning family of algorithms. K nearest neighbors is a simple algorithm that stores all available cases and…3 min read·Jun 11, 2020----
Navjot SinghinThe StartupLogistic RegressionBefore we dive into Logistic regression , let’s take a step back and review Linear Regression.3 min read·Jun 10, 2020----
Navjot SinghinAnalytics VidhyaSupport Vector Regression for Machine LearningSVR(support vector regression) is actucally a part of SVM (support vector machine),Support Vector Machine is a supervised machine learning…4 min read·Jun 5, 2020--1--1
Navjot SinghinAnalytics VidhyaDecision TreesDecision tree is one of the most popular machine learning algorithms. It is basically tree like structure constructed on the basis of…4 min read·Jun 4, 2020----
Navjot SinghinAnalytics VidhyaLinear Regression on Boston Housing DatasetIn my previous blog, I covered the basics of linear regression and gradient descent.3 min read·Jun 3, 2020----