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Credit_card_fraud_detect
Credit_card_fraud_detect
 
 
Electric
Electric
 
 
Insurance-Estimation-Framework
Insurance-Estimation-Framework
 
 
critical_diseases_predictive_models
critical_diseases_predictive_models
 
 
water_quality_check
water_quality_check
 
 
1) Data_Cleaning_Task_in_Python.ipynb
1) Data_Cleaning_Task_in_Python.ipynb
 
 
10) Water_Quality_Prediction.ipynb
10) Water_Quality_Prediction.ipynb
 
 
10a) Insurance_Charge_Estimator.ipynb
10a) Insurance_Charge_Estimator.ipynb
 
 
2) Exploratory_Data_Analysis.ipynb
2) Exploratory_Data_Analysis.ipynb
 
 
3) XGBoost_Vs_LSTM_Apple_Stock_Prediction_with_Time_Series_Analysis.ipynb
3) XGBoost_Vs_LSTM_Apple_Stock_Prediction_with_Time_Series_Analysis.ipynb
 
 
4)Bus-boarding-exploratory-data-analysis.ipynb
4)Bus-boarding-exploratory-data-analysis.ipynb
 
 
5) The_Prediction_of_Telco_Customer_Churn.ipynb
5) The_Prediction_of_Telco_Customer_Churn.ipynb
 
 
6) Predict_the_future_download_rate_of_a_python_ML_module.ipynb
6) Predict_the_future_download_rate_of_a_python_ML_module.ipynb
 
 
8)House_Price_Prediction_with_Pycaret.ipynb
8)House_Price_Prediction_with_Pycaret.ipynb
 
 
9) NYC_Energy_Consumption_Prediction.ipynb
9) NYC_Energy_Consumption_Prediction.ipynb
 
 
Credit_card_detection.ipynb
Credit_card_detection.ipynb
 
 
Diabetes_predictive_framework_app.py
Diabetes_predictive_framework_app.py
 
 
HeartAttacks_predictive_model.ipynb
HeartAttacks_predictive_model.ipynb
 
 
Heart_attack_pre_deployment_model.pkl
Heart_attack_pre_deployment_model.pkl
 
 
Liver_disease_prediction.ipynb
Liver_disease_prediction.ipynb
 
 
README.md
README.md
 
 
Stroke_prediction.ipynb
Stroke_prediction.ipynb
 
 
Trained_water_quality_model.pkl
Trained_water_quality_model.pkl
 
 
credit_card_dt_deployment_model.pkl
credit_card_dt_deployment_model.pkl
 
 
diabetes_deployment_model.pkl
diabetes_deployment_model.pkl
 
 
electgrid.pkl
electgrid.pkl
 
 
ins_deployment_model.pkl
ins_deployment_model.pkl
 
 
insurance_predict.pkl
insurance_predict.pkl
 
 
liver_disease_deployment_model.pkl
liver_disease_deployment_model.pkl
 
 
requirements.txt
requirements.txt
 
 
stroke_deployment_model.pkl
stroke_deployment_model.pkl
 
 

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Data-Science and Machine Learning

This repository showcases my data science and machine learning projects The data used in the projects are available for any interested party.

Please follow the link below to explore some interesting web-based apps built using a data science and machine learning algorithm

  1. Water quality prediction

https://okeke-stephen-data-sci-water-quality-prediction-web-app-i3tfpd.streamlitapp.com/

  1. Insurance payment prediction

https://insurance-estimation-frameworkinsurance-estimation-app-s32or2.streamlitapp.com/

  1. Diabetics prediction

https://critical-diseases-predictive-modelsdiabetics-predictio-hjwcpz.streamlitapp.com/

  1. Heart attacks prediction

https://critical-diseases-predictive-modelsheartattacksheartat-26rhtj.streamlitapp.com/

  1. Stroke prediction

https://critical-diseases-predictive-modelsstroke-predictorstr-rl8vzq.streamlitapp.com/

  1. Liver disease prediction

https://critical-diseases-predictive-modelsliver-disease-predi-nqe9be.streamlitapp.com/

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This repository showcases my data science projects

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