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Free learning

Short lessons you can finish today. No account needed. If one clicks, the program it leads to is linked at the end.

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Beginner, about 15 minutesWhat a language model is actually doingA 15-minute, no-maths explanation of next-token prediction, and why it explains both the magic and the mistakes.Start lesson
Beginner, about 25 minutesYour first data analysis in PythonLoad a dataset, clean it, and answer a real question in about thirty lines of pandas.Start lesson
Beginner, about 40 minutesSQL in one afternoonThe five clauses that cover most everyday analysis, with examples you can run in your browser.Start lesson

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