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Solving Problems with Data

Stakeholder Management & Solving the Right Problem
What is Data Science: An Historical Perspective

Types of Questions

Descriptive v. Proscriptive Questions
The Scourge of "EDA"
Exploratory Questions
Passive-Prediction Questions
Causal Questions: The Theory
Causal Questions in Practice

Data Science in Practice

Backwards Design
Making Decisions Using Data
Writing Data Science Report for Non-Technical Audiences

Advanced Topics

Interpretable Models

Repository
Open issue

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Solving Problems with Data

Solving Problems with Data#

The beginning of a textbook by Nick Eubank.

By Nick Eubank

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