My portfolio website regarding data science projects. Some visualization and analysis projects reflect work for PITAPOLICY clients.
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Updated
Jun 4, 2024 - Jupyter Notebook
My portfolio website regarding data science projects. Some visualization and analysis projects reflect work for PITAPOLICY clients.
My Matlab Ph.D. thesis coding project: the enhanced version of Tree-like Divide to Simplify (T-DTS) ANN (AI/ML) structure-based tool used for classification tasks. The credits: the v.1.0 was developed by Dr. M. Rybnik under supervision of Prof. K. Madani
ML projects, which I worked on utilising different machine learning algorithms.
Dataset classification based on a dynamic classification nodes (XML/JSON), as Multi-grouping is not possible in RDBMS we can implement Logical grouping using classification node/attributes configuration.
Focused customer retention programs
Finding out whether it is possible to predict the quality of the wine using Random Forests, Neural Networks, Classification trees and other methods
A curated list of gradient boosting research papers with implementations.
A collection of research papers on decision, classification and regression trees with implementations.
PyTorch Implementation of "Distilling a Neural Network Into a Soft Decision Tree." Nicholas Frosst, Geoffrey Hinton., 2017.
Sistem Pendukung Keputusan untuk menentukan layak dan tidaknya seseorang mendapatkan bantuan PKH dengan menggunakan machine learning yaitu C4.5 dan K-Means
In this project, we will create a classification model to predict energy consumptions of buildings(EUI-High/Low) using Decision tree. We aim to use XGBoost to further improve accuracy of the model.
Material associated to the publication project on local trees methods for classification
Vídeos e códigos do Universo Discreto ensinando o fundamental de Machine Learning em Python. Para mais detalhes, acompanhar a playlist listada.
Analyze the ATM dataset and predict the monthly withdrawal and rating of an ATM based on the features in the dataset 🏧
Identify Features Affecting Consumer Choice of Different Cuisines in the US
Thesaurus app for Word Mapping based on word classification using Laravel, VueJS and D3JS
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