Luke SuninTowards Data ScienceCovid-19 and Pneumonia Detection with Transfer LearningResNet50 Transfer Learning with Grid Search Optimized Parameters for Covid-19 and Pneumonia Detection·7 min read·Nov 3, 2020----
Luke SuninTowards Data ScienceCredit Card Customer Clustering with Autoencoder and K-meansA Further Dig into Business Intelligence for Customer Marketing with Improved models·5 min read·Oct 19, 2020----
Luke SuninTowards Data ScienceCredit Card Customer Clustering with k-meansBusiness Intelligence for Marketing with k-means Clustering and PCA on Credit Card Dataset·6 min read·Oct 19, 2020--2--2
Luke SuninTowards Data ScienceDemystify Employee Leaving with Machine LearningCreation and Evaluation of Handful of Machine Learning Models for Leave Prediction·5 min read·Oct 10, 2020----
Luke SuninTowards Data ScienceDemystify Employee Leaving with EDAExplanatory Data Analysis with Beautiful Visualization and Interesting Findings·6 min read·Oct 10, 2020----
Luke SuninTowards Data ScienceCrime Rate Prediction using Facebook ProphetA Guideline to Make the Best Use of FB Prophet for Time Series Forecasting·5 min read·Aug 11, 2020----
Luke SuninTowards Data ScienceCredit Card Fraud DetectionMachine Learning Models and Deep Neural Network Comparison and Sampling Techniques to Improve Performance·8 min read·Jul 19, 2020--1--1
Luke SuninTowards Data ScienceComparison and Optimization on ML Models for Loan Application PredictionDeep Dive into Common Machine Learning Models for Model Selection, Validation, and Optimization·8 min read·Jul 3, 2020--1--1
Luke SuninTowards Data SciencePrediction on Customer Churn with Mobile App Behavior DataDeep Dive into Logistic Regression Modeling with Data Processing, Model Building, Validation, Feature Analysis and Selection·5 min read·Jun 22, 2020----
Luke SuninTowards Data ScienceExploratory Data Analysis on Mobile App Behavior DataDeep Dive into EDA to Improve Your Skills with Dirty Raw Data·5 min read·Jun 22, 2020----
