Andriyan SaputraImage Style Transfer with Denoising Diffusion Probabilistic Models (DDPM)Neural-style, or Neural-Transfer, allows reproducing a given image with a new artistic style5 min read·Jan 23, 2024----
Andriyan Saputrafastai 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…9 min read·Nov 26, 2023----
Andriyan SaputraA 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…11 min read·Nov 20, 2023----
Andriyan Saputrafast.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…7 min read·Sep 19, 2022----
Andriyan SaputraChurn Analysis with Feature Selection -Genetic AlgorithmFINANCIAL DATA CHALLENGE 20227 min read·Mar 20, 2022----
Andriyan SaputraDashboard for Responsible Investing (unfinished yet)In recent years, data science has served as an indispensable tool when taking into consideration investment decisions. With a growing…7 min read·Feb 14, 2022----
Andriyan SaputraFEATURE-IMPORTANCE ANALYSIS OF SOCIO-DEMOGRAPHIC DATA IN THE HOSPITALITY SECTORBACKGROUND6 min read·Nov 30, 2021----
Andriyan SaputraThe 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…3 min read·Jul 3, 2021----
Andriyan SaputraProfessional Academy Digital Talent Scholarship-Data Science Program (DSQ) Review with Sentiment…“Sentiment analysis is the use of natural language processing, text analysis, computational linguistics, and biometrics to systematically…4 min read·Apr 20, 2021----