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Machine Learning Foundations / Resources

Learner resource

Data Card Template

Dataset name:

Version:

Created by:

Created date:

Licence / permitted use:

Course module:

Purpose

What lesson or activity does this dataset support?

Data source

Is the data fictional, synthetic, public, or transformed from another source?

Unit of analysis

What does one row represent?

Target

If used for supervised learning, what is the target column?

Prediction time

When would a prediction be made?

Column availability

ColumnMeaningAvailable at prediction time?Use
feature / target / metadata / exclude

Known limitations

What should learners not infer from this dataset?

Safety notes

Confirm that the dataset contains no real personal, confidential, employer, client, health, financial, authentication, or sensitive data.

Checksum

Record checksum after final file creation.