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Dewan Dinata's Projects

dl-poverty-level icon dl-poverty-level

This repository contains the code and resources for a research project focusing on poverty detection in North Sumatra Province using a multimodal data analysis approach. The study integrates satellite imagery and National Socioeconomic Survey (SUSENAS) data to create predictive models and spatial mapping of poverty levels.

dl_klasifikasicitra_cnn icon dl_klasifikasicitra_cnn

Repo ini berfokus pada klasifikasi citra menggunakan Convolutional Neural Network (CNN). Langkah-langkah mencakup ekstraksi dataset "rockpaperscissors," pembagian dataset, augmentasi gambar, pembangunan model Sequential, penggunaan CategoricalCrossentropy sebagai loss function, pelatihan model, visualisasi kinerja, dan prediksi

eventcerdigcompetition icon eventcerdigcompetition

This repository contains a simple HTML, CSS, and JavaScript program to create an informative website for the science olympiad and robotics events organized by Yayasan Cerdas Digital Indonesia.

form_quiz icon form_quiz

a simple web-based application for science olympiads. Here I tried to create a kind of "shell" to strengthen the security of Google forms

poverty-level-regression icon poverty-level-regression

Predicting North Sumatra's (2022) poverty levels with Random Forest Regression and Support Vector Regression. Claim: All content is legally registered as Copyright & Intellectual Property in Indonesia. Contact the developer for usage inquiries.

protein-secondary-structure-prediction-with-svm-and-gridsearch icon protein-secondary-structure-prediction-with-svm-and-gridsearch

This GitHub repository contains a machine learning project focused on predicting the secondary structure of proteins using Support Vector Machines (SVM) as the underlying predictive model. The predictive power of SVM is further optimized through hyperparameter tuning using GridSearch.

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