Publishing archive
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The highlighted days are the ones with something published; those are clickable.
Society
Shanraq’s open course teaches Python through one continuous project. Learners collect data from official sources, validate and analyse it, then turn their work into a reproducible report. Here is who the 57 lessons are for, how the learning path works, and why money is a subject to investigate rather than a conclusion supplied in advance.
IT
Lesson fifty-five and the end of the introductory Python course. Combine checks into one gate, build an immutable report directory, publish only after success, and expose verifiable source and build information to the reader.
IT
Lesson fifty-three of the Python course. Describe data shapes in signatures, narrow `None` with a check, and run `mypy` so incompatible values are found before the program executes.
IT
Lesson fifty-four of the Python course. Separate direct dependencies from a complete lock file, pin the Python environment, and rebuild it cleanly so the project can still run a year from now.
