Healthcare Analytics

This is a disease prediction software for patients of

1. Autistic Spectrum Disorder of Children
2. Breast Cancer Disease
3. Covid-19 Disease
4. Diabetes Disease
5. DNA classification
6. Heart Disease
7. Kidney Disease
8. Liver Disease
9. Pneumonia Disease
10. Skin Cancer Disease
11. Stroke Disease and
12. Tuberculosis Disease

• Backend written by Python Flask,
• Matplotlib, Keras, TensorFlow, XGBoost and Scikit-learn: KNeighborsClassifier, MLPClassifier, GaussianProcessClassifier, DecisionTreeClassifier, RandomForestClassifier, AdaBoostClassifier, GaussianNB and SVC
• Amazon Web Services (AWS) and Kubernetes: YAML, minikube, kubectl and cert-manager, etc.
• Version control: GITLAB / GITHUB, GitHub Actions, Docker: Docker Desktop and Dockerfile
• CI / CD (continuous integration and continuous delivery/continuous deployment)
• Jira / Agile and Confluence, Jupyter Notebook.