Just some basic plots visualizing maxwell boltzmann distribution

Analisis ini membahas penerapan metode Multi Layer Perceptron (MLP) untuk prediksi time series harga saham serta klasifikasi data Breast Cancer menggunakan Neural Network. Hasil analisis menunjukkan bahwa model mampu memberikan performa yang baik dalam memodelkan pola data dan melakukan klasifikasi secara akurat.

HW3 for DAT 301 class on point estimation.

This report analyzes the impact of severe weather events on public health and the economy in the United States using the NOAA Storm Database. The database covers events from 1950 to 2011. We focus on two main questions: which events are most harmful to population health (fatalities and injuries) and which have the greatest economic consequences (property and crop damage). Our analysis reveals that Tornadoes are the most significant threat to population health, while Floods cause the most substantial economic damage. We processed the raw data to standardize economic damage values and aggregated the results by event type. The top 10 most impactful event types for both health and economy are presented in the Results section.

Laporan ini menampilkan berbagai teknik visualisasi data kategorik dan numerik menggunakan R dan ggplot2 dengan studi kasus data produksi padi di Provinsi Aceh. Visualisasi yang digunakan meliputi bar chart, pie chart, histogram, density plot, boxplot, scatter plot, line chart, area plot, dan multiple line chart untuk membantu memahami distribusi serta tren produksi padi dari waktu ke waktu.