Saishruthi Swaminathan – Medium

Saishruthi Swaminathan

Published in
Center for Open Source Data and AI Technologies

Learn What Lies Beneath Our Ready-to-Run Deep Learning Models

A Set of Pre-Trained Models That Can Make it Easy for You to Integrate Machine Learning Into Your Applications.

Nov 5, 2018

Learn What Lies Beneath Our Ready-to-Run Deep Learning Models

Nov 5, 2018

Published in
TDS Archive

Logistic Regression — Detailed Overview

Logistic Regression was used in the biological sciences in early twentieth century. It was then used in many social science applications…

Mar 15, 2018

Logistic Regression — Detailed Overview

Mar 15, 2018

Gradient Descent Algorithms

Vectorized Implementation

Mar 15, 2018

Gradient Descent Algorithms

Mar 15, 2018

Is 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…

Mar 1, 2018

Is R-Square value always between 0 to 1?

Mar 1, 2018

Published in
TDS Archive

Linear Regression — Detailed View

Linear regression is used for finding linear relationship between target and one or more predictors. There are two types of linear…

Feb 26, 2018

Linear Regression — Detailed View

Feb 26, 2018

Support Vector Machine — Using Numpy

Full code in https://github.com/SSaishruthi/SVM-using-Numpy

Feb 2, 2018

Support Vector Machine — Using Numpy

Feb 2, 2018

Math behind Gradient Descent

Full code in https://github.com/SSaishruthi/Math_behind_Gradient_Descent

Jan 14, 2018

Math behind Gradient Descent

Jan 14, 2018

Published in
TDS Archive

Handling Sparse matrix — Concept behind Compressed Sparse Row (CSR) matrix

There are two types of matrices that are common — Dense and Sparse

Jan 5, 2018

Handling Sparse matrix — Concept behind Compressed Sparse Row (CSR) matrix

Jan 5, 2018

Data Mining Introduction — Data Preprocessing

Data preprocessing is crucial in any data mining process as they directly impact success rate of the project. This reduces complexity of…

Jan 3, 2018

Data Mining Introduction — Data Preprocessing

Jan 3, 2018

Data Mining — A Gentle Introduction

Data mining is the process of handling large data sets and identify interesting as well as meaningful patterns and relationships between…

Jan 2, 2018

Data Mining — A Gentle Introduction

Jan 2, 2018

Saishruthi Swaminathan

Saishruthi Swaminathan

Passionate about transforming data into useful products. Happy sharing my knowledge in data science to all!!

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