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Data Science Academy · Lesson

The Five Stages of a Data Project

Ask, collect, clean, analyze, communicate.

A Map for Every Project

Almost every data project follows the same five stages. Knowing the map keeps you from getting lost in the messy middle. 🗺️

Stage 1: Ask

You start by asking a clear, answerable question. "Why did churn rise in Q2?" beats "What is wrong with users?" every time.

All lessons in this course

  1. From Raw Data to Real Decisions
  2. Analyst, Scientist, or Engineer?
  3. The Five Stages of a Data Project
  4. Why Python Runs Data Science
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