You already publish notebooks and newsletters with real data. We turn them into lessons where the code runs in the page, read line by line with the variables shown, and a tutor that answers from your pages while the workshop is months away.
Real Python, pre-written, stepped through with the variables beside it. Learners read, trace and review; they never edit.
A dataset becomes a figure with the fit on a slider, and a self-check that compares the page's numbers with yours.
Already have interactive pages or notebooks? Send the link on the application form. We keep what works, at the same 15%.
A point cloud of GB electricity demand against temperature, a fitted curve, and the moment more bends stop helping. Real NESO and Met Office data.
Open the lessonInvestment managementWeights, correlation and volatility on sliders. The risk-return curve, the minimum-variance point and the capital allocation line.
Open the lessonNo upfront fees. 15% of each sale, in pounds, dollars or euros, paid to a bank in your country.
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