Data Analysis for ML/AI
The data analysis mindset
How analysts think — questions, assumptions, evidence — before any chart is drawn.
5 lessons
Follow in order
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Lessons in sequence
Work through these in order—each lesson builds on the previous one.
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Lesson 1 of 5
What is data analysis for ML/AI?
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Lesson 2 of 5
The data analysis pipeline
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Lesson 3 of 5
Asking the right questions
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Lesson 4 of 5
Data, information, knowledge
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Lesson 5 of 5
Analyst vs ML engineer: the handoff