A collection of 8 Applied Data Science projects.
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Updated
Jun 28, 2024 - Jupyter Notebook
A collection of 8 Applied Data Science projects.
🫁 Chest X-ray abnormalities localization via ensemble of deep convolutional neural networks
Knowledge Graph Construction and Recommender System Development of Tourism in Singapore
Recruiting and retaining drivers is seen by industry watchers as a tough battle for Ola. Churn among drivers is high and it’s very easy for drivers to stop working for the service on the fly or jump to Uber depending on the rates.
Fast and Accurate ML in 3 Lines of Code
An ensemble-based machine learning approach for predicting corrected Chlorophyll-a concentrations, trained with real historical data and enhanced by synthetic data generated using agents with LLM, providing a scalable and cost-effective solution for early detection of harmful algal blooms (HABs).
H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
Build a Web App called AI-Powered Heart Disease Risk Assessment App
A ML application(deployed on flask) to detect heart disease in patients based on medical features.
This is the github repository for our research paper on "Transfer Learning for Day-Ahead Load Forecasting: A Case Study on European National Electricity Demand Time Series." This repository serves as a comprehensive resource for the code and experiments conducted as part of our study (https://www.mdpi.com/2227-7390/12/1/19).
A Julia machine learning framework
Trains Random Forest and Gradient Boosting models to predict car prices based on user inputs for various car attributes, evaluating models and making predictions using the best-performing model.
REliable PIcking by Consensus (REPIC) - an ensemble learning methodology for cryo-EM particle picking
🏆1st solution in web ad CTR predict competition🏆
A full pipeline AutoML tool for tabular data
Research Internship
A machine learning project for predicting laptop prices using Gradient Boosting and Random Forest regressors.
Merlion: A Machine Learning Framework for Time Series Intelligence
Super learner fitting and prediction using mlr3
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