01
Guide outline
Write the specification
Name the question, necessary data, decision rule and conditions that invalidate the idea.
02
Guide outline
Check the evidence
Separate configuration validity, data quality, research results and out-of-sample behavior.
03
Guide outline
Operate responsibly
Understand permissions, system failures and the distinction between a demo and real execution.
These are curriculum outlines, not a launched course or a claim of instructor credentials.
Start with the local specification