Gurkamal DeolinTowards Data ScienceA quick primer on Apache AirflowAirflow is a platform used to author, schedule, and monitor workflows.Apr 24, 2021Apr 24, 2021
Gurkamal DeolinTowards Data ScienceLiving and Computing on the edgeA Brief Introduction to Federated LearningJan 23, 2020Jan 23, 2020
Gurkamal DeolinTowards Data ScienceCalculating Maximum Likelihood Estimation by Hand Step-by-stepI wrote this because I couldn’t find many tutorials showing the detailed math for this calculation. So I decided to write it out…Sep 20, 20191Sep 20, 20191
Gurkamal DeolinTowards Data ScienceEconometrics with Gretl — Building a GeoSegmentation Model for Bank ChurnAnalyzing bank churn data using logistic regression, variance inflation factors, and odds ratiosSep 10, 2019Sep 10, 2019
Gurkamal DeolinThe StartupA Brief Introduction to Econometrics with GretlExamining bank churn data using logistic regression, variance inflation factors, and odds ratiosSep 9, 2019Sep 9, 2019
Gurkamal DeolPredicting environmental carcinogens machine learning and…Balancing imbalanced data, exploring accuracy metrics, and an introduction to cheminformaticsJul 10, 2019Jul 10, 2019
Gurkamal DeolinTowards Data SciencePredicting carcinogens with logistic regression, knn, gradient boosting and molecular…Balancing imbalanced data, exploring accuracy metrics, and an introduction to cheminformaticsJul 8, 20191Jul 8, 20191
Gurkamal DeolinTowards Data ScienceIs a drug stored or excreted? Writing and training a simple perceptron to classify bioconcentrationAn brief practical introduction to some of the concepts behind the simple perceptron learning algorithm.Jun 5, 2019Jun 5, 2019
Gurkamal DeolinHackerNoon.comAn Introduction to Ridge, Lasso, and Elastic Net RegressionRegression analysis is a statistical technique that models and approximates the relationship between a dependent and one or more…Feb 22, 20191Feb 22, 20191