Gokul S KumarinTowards Data ScienceDecision Trees: A step-by-step approach to building DTsA guide to building DTs from scratch.Aug 20, 2020Aug 20, 2020
Gokul S KumarinTowards Data ScienceRegularization: Machine LearningThe solution to over-fitting model, its types, math and execution.Jul 28, 2020Jul 28, 2020
Gokul S KumarinTowards Data ScienceExploratory Data Analysis of Kaggle datasets.A step-by-step approach on performing EDA using the old as well as modern methods.Jul 18, 2020Jul 18, 2020
Gokul S KumarinTowards Data ScienceLogistic Regression-Theory and PracticeAn article explaining the concepts of Logistic regression, the math behind it and its execution.Jul 10, 20201Jul 10, 20201
Gokul S KumarMultivariate Linear Regression-Math and TheoryMultivariate regression, hypothesis, cost function, gradient descent, normal equation, and its execution from scratch using python.Jul 6, 2020Jul 6, 2020
Gokul S KumarinTowards Data ScienceUnivariate Linear Regression-Theory and PracticeIntroduction: This article explains the math and execution of univariate linear regression. This will include the math behind cost…Jul 1, 2020Jul 1, 2020
Gokul S KumarinTowards Data ScienceMarket-basket analysisUsing Associative Data Mining and Apriori Algorithm.Jun 18, 20202Jun 18, 20202