Survival analysis for production machine learning

Kooditurva builds survival analysis tools for production machine learning: predicting when a machine will fail, a customer will churn, or any event is likely to happen, from your historical data.

Lifespan Predictor

Lifespan Predictor free tier – survival analysis SDK on AWS Marketplace

Everything you need for survival analysis in one SDK. Explore different models and find the best for your use case. Supports automated feature engineering and hyperparameter optimisation, as well as calibration. See what drives risk, and get the probability that an asset, customer, or contract survives next x days. Free Tier available on AWS Marketplace.

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Time-to-Event Prediction Guide

Survival analysis algorithms covered in the Time-to-Event Prediction Guide

How to apply survival analysis in practice, from data preparation to deployed models.

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The Hazard Blog

The Hazard Blog – survival analysis for production machine learning

Where survival analysis meets production machine learning.

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