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🏥 HEALTHCARE PROJECTS

📆Year 📘Projects 🔖 Dataset Type of ML 🔍Algorithms 🎯Applied Technologies 📑Status 📰Publication
2023 Medical Insurance_Prediction Medical Insurance.csv Unsupervised (Regression) RF.R, LI.R, DT.R Python Pandas Numpy Seaborn Matplotlib Sklearn Scikit-learn
2022 Stroke_Risk_Prediction Stroke.csv Supervised (Classification) KNN, LOG.R, DT Python Pandas Numpy Seaborn Matplotlib Sklearn Scikit-learn 🔗Click Here
2022 Lung_Cancer_Prediction Lung_cancer.csv Supervised (Classification) KNN, LOG.R, DT , SVM Python Pandas Numpy Seaborn Matplotlib Sklearn Scikit-learn
2022 Heart_Disease_Prediction Heartdisease.csv Supervised (Classification) KNN, LOG.R, DT Python Pandas Numpy Seaborn Matplotlib Sklearn Scikit-learn

🚀 OTHER PROJECTS

📆Year 📘Projects 🔖 Dataset Type of ML 🔍Algorithms 🎯Applied Technologies 📑Status
2022 Customer_Churn_Prediction Customer_churn.csv Supervised (Classification) SVM, BAG.C, KNN, R.F,LOG.R, DT Python Pandas Numpy Seaborn Matplotlib Sklearn Scikit-learn
2022 Insurance_prices_Prediction Insurance_prices.csv Supervised (Regression) Linear R, RF.R Python Pandas Numpy Seaborn Matplotlib Sklearn Scikit-learn
2022 Fake_Notes_Prediction Fake_bankNotes.csv Supervised (Classification) LOG.R, DT Python Pandas Numpy Seaborn Matplotlib Sklearn Scikit-learn
2022 Employees_Turnover_Prediction Employees_turnover.csv Supervised (Classification) KNN, LOG.R, DT Python Pandas Numpy Seaborn Matplotlib Sklearn Scikit-learn
2022 Airline_Time_forcasting Airline_forecast.csv Supervised (Regression) Xgboost Python Pandas Numpy Seaborn Matplotlib Sklearn Scikit-learn
2022 Water_Quality_Prediction Water_Qual.csv Supervised (Classification) RF, LOG.R, DT Python Pandas Numpy Seaborn Matplotlib Sklearn Scikit-learn
2022 Insurance_prices_Prediction Insurance_prices.csv Supervised (Regression) Linear R, RF.R Python Pandas Numpy Seaborn Matplotlib Sklearn Scikit-learn
2022 Loan_Default_Prediction Loan_default.csv Supervised (Classification) RF, LOG.R, DT Python Pandas Numpy Seaborn Matplotlib Sklearn Scikit-learn

STUDY MATERIALS

Title Description Link
Data science / Machine learning How to get started click here
ML course note Deep learning, NLP Notes by Elvis Saravia click here

Precious Ebite Azun's Projects

data-science-projects icon data-science-projects

Explore my diverse collection of projects showcasing machine learning, data analysis, and more. Organized by project, each directory contains code, datasets, documentation, and resources. Dive in to discover insights and techniques in data science. Reach out for collaborations and feedback.

mimic-code icon mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases

ml-course-notes icon ml-course-notes

🎓 Sharing course notes on all topics related to machine learning, NLP, and AI.

mritoolkit icon mritoolkit

A series of MATLAB program which can accelerate the processing of MR images.

ner-annotator icon ner-annotator

Named Entity Recognition (NER) Annotation tool for SpaCy. Generates Traning Data as a JSON which can be readily used.

rsfmri_tools icon rsfmri_tools

This repository contains Python and MATLAB tools for conducting resting-state functional MRI (rsfMRI) connectivity analyses

spm12 icon spm12

NeuroDebian packaging of SPM12 (official repo at https://github.com/spm)

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