Predictive Modeling
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The Case for Predicting Full Probability Distributions in Decision-Making
18 min read -
How to predict DAU using Duolingo’s growth model and control the prediction
23 min read -
A Powerful Feature for Boosting Python Code Efficiency and Streamlining Complex Workflows
Data ScienceAll you need to know about Python loops
10 min read -
The Machine Learning Guide for Predictive Accuracy: Interpolation and Extrapolation
Artificial IntelligenceEvaluating machine learning models beyond training data
15 min read -
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An accessible walkthrough of fundamental properties of this popular, yet often misunderstood metric from a…
19 min read -
In the first part of this series I focused on embedding multi-modal real-world data derived…
4 min read -
Thoughtful processing of dates, days of the week and times of day for deep learning…
4 min read -
Data leakage represents, together with over/underfitting, the main cause of failure of machine learning projects…
6 min read