While Model Trains

Read data blog posts.
Carefully handpicked.
Presented 3 at a time.

Prediction intervals for Random Forests

Ando Saabas

Prediction intervals are commonly used for linear models but are often underused for random forests. Leveraging the fact that a random forest can provide a conditional distribution instead of just the conditional mean makes prediction intervals relatively straightforward to use in this context.

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The Four Jobs of the Data Scientist

Roger Peng

For each "Data Analytic Iteration," you need to embody the roles of a scientist, statistician, system engineer, and politician.

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Your first recurrent neural network (RNN)

Rodrigo Girão Serrão

A hands-on introduction to Recurrent Neural Networks in PyTorch.

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