Prediction Articles

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12/1/2025 • EN

Horses or Zebras?

Discusses handling class imbalance in predictive modeling, using medical and zebra analogies to explain adjusting for prior probabilities and error costs.

Class Imbalance Data Science Machine Learning Prediction statistics

Thomas Lumley

10/12/2022 • EN

Credit Card Approval Prediction (End-To-End Machine Learning Project)

A theoretical introduction to Linear Regression models, explaining their use for predicting continuous variables and importance in interpretable fields like lending.

Data Science Linear Regression Machine Learning Model Interpretability Prediction

Stern Semasuka

12/15/2020 • EN

Inference and Prediction Part 1: Machine Learning

Explores the difference between inference and prediction in data modeling, using a Click Through Rate (CTR) example to contrast Machine Learning and Statistics.

Data Modeling Inference Machine Learning Prediction statistics

Will Kurt

Prediction Articles

Horses or Zebras?

Credit Card Approval Prediction (End-To-End Machine Learning Project)

Inference and Prediction Part 1: Machine Learning

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