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Learn/Data Science

Data Science

Dataset Practice

Hands-on data-science drills for filtering rows, mutating columns, polishing visuals, and building tiny models.

Lesson 1

Data Science Practice: Filter a Dataset

Filter a small campaign dataset until the signal is isolated.

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Lesson 2

Data Science Practice: Clean and Mutate Columns

Create a derived net-revenue column before comparing performance.

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Lesson 3

Data Science Practice: Build a Visual

Turn the dataset into a sorted visual that makes the strongest signal obvious.

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Lesson 4

Data Science Practice: Polish a Chart

Remove noisy rows and choose the chart metric that answers the question.

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Lesson 5

Data Science Practice: Train a Small Model

Choose one feature, reserve holdout rows, and inspect the prediction.

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Lesson 6

Data Science Practice: Interpret the Model

Compare model output with transformed data before making a claim.

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