Roadmap¶
The project's status and planned evolution. This is an open technical draft, maintained in short cycles, with limitations declared in the text itself.
How to read this material¶
- Linear — from Part 0 to Part 9, like a course.
- By track:
- Traditional ML — Parts 0, 1, 5, 6, 7.
- LLM/RAG — Parts 0, 2, 4, 5, 6.
- Agentic AI — Parts 0, 3, 4, 5, 7.
- By reference — standardized chapters (objective, concept, production, trade-offs, risks, observation, testing, checklist) for quick lookups.
There is also a narrative thread — the fictional Hermes Logística case study (Ch. 0.9).
Project phases¶
| Phase | Deliverable | Status |
|---|---|---|
| 1. Editorial structure | Chapters + glossary + references + examples map | ✅ consolidated |
2. Public v0.1 |
Shareable handbook with no promise of completeness | 🟡 in progress |
| 3. Editorial and technical review | Prose, transitions, uneven depth | 🟡 in progress |
| 4. Examples implementation | Code in labs/ following the examples matrix |
🔲 planned |
| 5. Publishing pipeline | GitHub Actions → MkDocs site + PDF | 🟡 in progress |
| 6. Derived posts | Short material for LinkedIn | 🔲 planned |
| 7. External technical review | Community issues and PRs | 🔲 open |
8. v1.0 |
Edited text + runnable examples + external review | 🔲 future |
State of the examples¶
The practical examples (EX-*) have not yet been implemented; they are planned, with priority and
suggested order. The repository should not be treated, today, as a runnable collection of examples.