Harsh AroraGradient Descent and Stochastic gradient descentGradient Descent: It is an algorithm used to update the set of parameters in a manner to minimize the lost function. While using the…5 min read·Oct 14, 2020----
Harsh AroraProbability Density Functions(PDF) and Comulative Density Function(CDF)Probability Density Function(PDF): In simple wording, we can say this type of curves shows that how much percentage of data is present…2 min read·Oct 7, 2020----
Harsh AroraStandard Normal DistributionA standard Normal Distribution is a type of distribution in which we have a mean equal to zero and Standard deviation is equal to one. The…3 min read·Oct 1, 2020----
Harsh AroraLogistic-RegressionDo not get confused by the name. It is a classification algorithm. It is mainly used for binary classification like 0 and 1 by predicting…5 min read·Jul 2, 2020--1--1
Harsh AroraLinear-Regression AlgorithmThis algorithm is used in Supervised machine learning. It is widely used algorithm to use Regression problems. To use this this algorithm…4 min read·Jun 29, 2020----