Spatial trajectory data generation with Conditional Diffusion Probabilistic Model“In this study, I implement the probabilistic conditional diffusion model (DiffTraj architecture) from Zhu et.al, (2023) on real aircraft…Dec 13, 2024Dec 13, 2024
Facebook Political Ads Analysis“Data analysis implementaion in the 2022 Australian Federal election, political parties are using micro-targeting strategies with Facebook…Dec 13, 2024Dec 13, 2024
Image Style Transfer with Denoising Diffusion Probabilistic Models (DDPM)Neural-style, or Neural-Transfer, allows reproducing a given image with a new artistic styleJan 23, 2024Jan 23, 2024
fastai Tabular Model: Crop Yield Production in the WorldIn this project, we tried to build a crop yield production regression with Tabular model method based on historical climate and…Nov 26, 2023Nov 26, 2023
A Comprehensive Overview of Data Mining Approaches for Image ClassificationIn this project, a detailed explanation of the comparative approach to data mining techniques in multi-class image classification will be…Nov 20, 2023Nov 20, 2023
fast.ai Tabular Data — Classification with Entity EmbeddingAt this time we try different approach to define categorical variables in data set. We usually use several options such as One hot…Sep 19, 2022Sep 19, 2022
Churn Analysis with Feature Selection -Genetic AlgorithmFINANCIAL DATA CHALLENGE 2022Mar 20, 2022Mar 20, 2022
Dashboard for Responsible Investing (not finished yet)In recent years, data science has served as an indispensable tool when taking into consideration investment decisions. With a growing…Feb 14, 2022Feb 14, 2022
FEATURE-IMPORTANCE ANALYSIS OF SOCIO-DEMOGRAPHIC DATA IN THE HOSPITALITY SECTORBACKGROUNDNov 30, 2021Nov 30, 2021
The combination between JSON file with visual application like Adobe Ilustrator (AI) or Adobe After…At this time, I would like to combine between Google Spreadsheet API, Adobe After Effect / Adobe Illustrator, and Python to create simple…Jul 3, 2021Jul 3, 2021
