Saishruthi SwaminathaninCenter for Open Source Data and AI TechnologiesLearn What Lies Beneath Our Ready-to-Run Deep Learning ModelsA Set of Pre-Trained Models That Can Make it Easy for You to Integrate Machine Learning Into Your Applications.6 min read·Nov 5, 2018----
Saishruthi SwaminathaninTowards Data ScienceLogistic Regression — Detailed OverviewLogistic Regression was used in the biological sciences in early twentieth century. It was then used in many social science applications…5 min read·Mar 15, 2018--40--40
Saishruthi SwaminathanGradient Descent AlgorithmsVectorized Implementation4 min read·Mar 15, 2018--1--1
Saishruthi SwaminathanIs R-Square value always between 0 to 1?R-square value gives the measure of how much variance is explained by model. For a given set of points, the default regression line with…3 min read·Mar 1, 2018--1--1
Saishruthi SwaminathaninTowards Data ScienceLinear Regression — Detailed ViewLinear regression is used for finding linear relationship between target and one or more predictors. There are two types of linear…7 min read·Feb 26, 2018--22--22
Saishruthi SwaminathanSupport Vector Machine — Using NumpyFull code in https://github.com/SSaishruthi/SVM-using-Numpy3 min read·Feb 2, 2018--3--3
Saishruthi SwaminathanMath behind Gradient DescentFull code in https://github.com/SSaishruthi/Math_behind_Gradient_Descent3 min read·Jan 14, 2018--2--2
Saishruthi SwaminathaninTowards Data ScienceHandling Sparse matrix — Concept behind Compressed Sparse Row (CSR) matrixThere are two types of matrices that are common — Dense and Sparse4 min read·Jan 5, 2018--4--4
Saishruthi SwaminathanData Mining Introduction — Data PreprocessingData preprocessing is crucial in any data mining process as they directly impact success rate of the project. This reduces complexity of…3 min read·Jan 3, 2018----
Saishruthi SwaminathanData Mining — A Gentle IntroductionData mining is the process of handling large data sets and identify interesting as well as meaningful patterns and relationships between…2 min read·Jan 2, 2018----
