Project 13: Customer Retention using Survival Analysis

Posted on Tue 22 March 2022 in modeling • Tagged with modeling, survival, cox • 8 min read

Working through great survival tutorial


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Modeling with Hyperopt and XGBoost, LightGBM, Catboost: Clickstream price prediction

Posted on Fri 11 March 2022 in regression • Tagged with regression, xgboost, catboost, lightgbm, hyperopt • 8 min read

Useful pipeline for regression prediction (straightforward features for downstream interpretation)


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Selecting categorical encoding: Clickstream price prediction

Posted on Mon 07 March 2022 in regression • Tagged with categorical encoding, regression, xgboost • 4 min read

Useful method for selection of categorical encoder


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Clickstream Prediction: Data Science project 9 of 500

Posted on Fri 04 March 2022 in Prediction • Tagged with regression • 3 min read

Introduction to the FailSafe project and the objectives of the Clickstream prediction


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How to avoid information overload - initial Data Science learning

Posted on Wed 02 March 2022 in Data Science General • Tagged with Data Science General • 3 min read

When the a sudden urge to make a new batch of flourless brownies strikes, the internet can be a very quick and efficient way of learning. Some Google searches, a couple of Youtube videos and even a cheeky peak or two at social media and you're good to bake. If …


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