Learner pack

Course books and learning materials

Choose the Core Notes for advanced study or the Practice Notes for guided skills development. Both editions include English originals and complete Chinese translations, with downloadable learning materials.

Two levels · two languages

Course Notes

Guided practical course

Student files and editable source

Unzip the student kit and open its local start page. The fictional case, saved answers, and spreadsheets support practice without a paid account.

English course guide → · 中文实践课程 →

Runnable practice

Lab packages

Complete teaching units

Text-first lecture packages

These are inspectable notes, scripts, cases, transcripts, manifests, and validators. Planned minute values are authoring allocations; they do not claim a recording, observed teaching time, or completed pilot.

Reference record

Catalog and ordinary-search passes

Delivery controls

Instructor operations pack

The PDFs have not been verified for PDF/UA accessibility. Text-first lecture pages and editable materials provide additional reading routes.

Accessible alternatives

Equivalent outcomes, different execution routes

Low compute

Precomputed retrieval runs, compact CSV panels, deterministic validators, and static cases preserve analysis and decision outcomes.

No proprietary account

Frozen, synthetic, licensed, or link-and-hash fixtures replace required collection from commercial surfaces.

Nonvisual

Every figure specification includes a long description; interactions have text/table alternatives and printable briefs.

Noncoding bridge

Supplied outputs and checklists support method analysis, but assessed technical claims must still identify transformations and limitations.