Statistical Modeling — The Pragmatic Guide

Marcos Silva
Towards Data Science
10 min readOct 19, 2019

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Part 2 — Interpreting Machine Learning Models

Continuing Our series of posts on how to interpret Machine Learning algorithms and predictions.

About the importance of explaining predictions.

Part 0 (optional) — What is Data Science and the Data Scientist
Part 1 — Introduction to Interpretability
Part 1.5 (optional) — A Brief History of Statistics (May be useful to understand this post)
Part 2 — (this post)

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