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…Oct 14, 2020Oct 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…Oct 7, 2020Oct 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…Oct 1, 2020Oct 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…Jul 2, 20201Jul 2, 20201
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…Jun 29, 2020Jun 29, 2020