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Browse my data work tagged with "scikit-learn".
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Telco Customer Churn Predictor
DataChurn prediction with plain-language risk explanations a retention team can act on. Logistic Regression wins (ROC-AUC 0.8362), benchmarked against Amazon Bedrock Claude Haiku 4.5 zero-shot — tied at 70%. Flask API on Azure.
machine-learning
AWS
azure
flask
jupyter
deployment
benchmarking
data-analysis
statistical-analysis
feature-engineering
visualisation
web-app
API-integration
LLM
REST-API
data-pipeline
label-encoding
resampling
python
NLP
xgboost
logistic-regression
shap
explainability
churn-prediction
classification
tabular-data
model-registry
zero-shot
scikit-learn
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