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.Jul 9, 2020Jul 9, 2020
Navjot SinghinThe StartupWhat Is Naive Bayes?Before we build a classifier, let’s talk about the algorithm behind itJun 23, 2020Jun 23, 2020
Navjot SinghinThe StartupSupport Vector MachineBefore we dive into Support Vector Classifier, let’s take a step back and review Support Vector Machine.Jun 19, 2020Jun 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…Jun 16, 2020Jun 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.Jun 14, 2020Jun 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…Jun 11, 2020Jun 11, 2020
Navjot SinghinThe StartupLogistic RegressionBefore we dive into Logistic regression , let’s take a step back and review Linear Regression.Jun 10, 2020Jun 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…Jun 5, 20201Jun 5, 20201
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…Jun 4, 2020Jun 4, 2020
Navjot SinghinAnalytics VidhyaLinear Regression on Boston Housing DatasetIn my previous blog, I covered the basics of linear regression and gradient descent.Jun 3, 2020Jun 3, 2020