Evaluate the quality of test items in assessing students’ understanding of mathematical concepts using the Rasch Model. This model was chosen because it can assess item fit and estimate students’ abilities objectively along a single ability dimension.

Forecasting Using Exponential Smoothing Methods : Simple, Holt’s, Holt-Winters

Time Series Analysis Problems

Make predictions about potential customers of a bank in Portugal—whether they subscribe to a term deposit (“Yes”) or not (“No”).

Conduct churn analysis using two machine learning models Logistic Regression and K-NN. The dataset used is `WA_Fn-UseC_-Telco-Customer-Churn.csv`, which contains customer data from a telecommunications company.

Build a linear regression model to interpret and predict house prices.

Membuat Analisa dengan menggunakan Social Network Analytics

ANALISIS TIME SERIES & FORECASTIN

Sign Language MNIST Menggunakan Neural Network

Prediksi Penumpang Kapal Titanic Yang Selamat

Prediksi Variabel Target Channel Menggunakan Logistics Regression dan K-Nearest Neighbour

Regresi Linear Untuk Prediksi Crime Rate

Products Flexdashboard for LBB

Test Flex Dashboard Avocado