Classification of Formalin Content in Wet Noodles Using SVM

This project aims to classify the formaldehyde content in wet noodles using data from an electronic nose (e-nose) processed with a Support Vector Machine (SVM) algorithm. This model is capable of categorizing noodles as Safe, Unhealthy, or Dangerous based on the sensor's response to the aroma of the

Comparative Analysis of Time Series Models (Autoformer vs. Transformer) for Sea Wave Forecasting

This project presents an in-depth comparative study between two advanced deep learning architectures, Autoformer and Transformer, for the task of sea wave height forecasting (time series forecasting) at Pelabuhan Ratu.

Walkability Analysis Bandung

Sistem analisis walkability (kemudahan berjalan kaki) untuk Kota Bandung yang menggunakan batas administrasi resmi (Kelurahan) sebagai unit analisis. Dibangun dengan Python, OSMnx, dan GeoPandas, project ini menghasilkan skor walkability 0-100 untuk setiap wilayah berdasarkan 4 metrik utama. Dashboa

Bank Fraud Detection

Fraud atau kecurangan transaksi bank menjadi tantangan besar bagi lembaga keuangan modern. Setiap hari, jutaan transaksi terjadi dan separuh dari sistem keamanan tradisional sering ketinggalan pola-pola kecurangan yang kompleks.

Bank Fraud Detection

Fraud atau kecurangan transaksi bank menjadi tantangan besar bagi lembaga keuangan modern. Setiap hari, jutaan transaksi terjadi dan separuh dari sistem keamanan tradisional sering ketinggalan pola-pola kecurangan yang kompleks.

Indonesian sign language letter translator using CNN and MobileNetv2

sign language classification models using CNN with MobileNetV2 architecture. The model was trained using 100 epochs,batch size of 64, using SGD optimizers, as well as implementing several callbacks functions, namely EarlyStopping and ModelCheckpoint.

face recognation

This project is a basic implementation of facial recognition using the Python programming language and the face_recognition library. The system is capable of detecting and recognizing faces in real time via a webcam. The identification process is based on encodings (facial biometric features) that h

Volkswagen Car Price Prediction

By using 3 types of algorithms to see which algorithm is the best

Math in Data Science

Application of mathematical models to find production trends and predict production output

UMKM JAWA BARAT

Dashboard mengenai beberapa informasi tentang UMKM di Jawa Barat, Indonesia data ini merupakan data periode 2017 - 2023 yang didapatkan dari open data jabar

Stress Analyst With comparition 3 algorithms model

Compare 3 classification algorithms to find the best algorithm

Data Jaminan Kesehatan Jawa Barat

Dahboard data jaminan kesehatan di Jawa Barat, Indonesia