Priyanka ParasharAssociation Rule MiningIt is a very interesting technique that shows how items are associated to each other. In this article we’re going to study aboutJun 28, 2020Jun 28, 2020
Priyanka ParasharK Means ClusteringBefore moving on to K-Means clustering. Clustering is somewhat similar to classification but in classification we have labelled data set…Jun 26, 2020Jun 26, 2020
Priyanka ParasharNaive Bayes Classifier and it’s Mathematical ImplementationWith time, machine learning algorithms are becoming increasingly complex. This, in most cases, is increasing accuracy at the expense of…Jun 19, 2020Jun 19, 2020
Priyanka ParasharSupport Vector Machine and it’s Mathematical ImplementationIn this article we’re going to study about what is SVM? What exactly is the problem SVM is trying to solve? How do we get the optimal…Jun 18, 2020Jun 18, 2020
Priyanka ParasharRandom Forest Classification and it’s Mathematical ImplementationThis article gives a brief overview of random forest classification algorithm and the mathematics behind it.Jun 15, 2020Jun 15, 2020
Priyanka ParasharDecision Tree Classification and it’s Mathematical ImplementationA Decision Tree is a simple representation for classifying examples. In general, Decision tree analysis is a predictive modelling tool…Jun 14, 20201Jun 14, 20201
Priyanka ParasharK-NN and it’s mathematical implementationThe K-Nearest Neighbor algorithm (KNN) is an elementary but important supervised machine learning algorithm. KNN can be used for both…Jun 11, 2020Jun 11, 2020
Priyanka ParasharinAnalytics VidhyaLogistic Regression and it’s Mathematical ImplementationEvery machine learning algorithm performs best under a given set of conditions. To ensure good performance, we must know which algorithm…Jun 9, 20201Jun 9, 20201
Priyanka ParasharinLevel Up CodingData Preprocessing in Machine LearningData preprocessing is an integral step in Machine Learning as the quality of data and the useful information that can be derived from it…Jun 6, 2020Jun 6, 2020
Priyanka Parashar3 W’s of Machine Learning: What, Where, When?I. What is Machine Learning?Jun 5, 2020Jun 5, 2020
