- Move 'Getting Started' section earlier (position 6, after Build → Use → Reflect)
- Add 'Common Pitfalls' section to all modules (3-5 pitfalls with code examples)
- Add 'Production Context' section to all modules (framework comparisons, real-world usage)
- Verify professional emoji usage (no emoji in section headers)
- Apply consistent structure across all 20 modules
Addresses merge conflicts across multiple files.
Clarifies explanations and refactors content for improved readability and consistency across the 'ai_for_good', 'benchmarking', and 'conclusion' sections.
Specifically, enhances the 'conclusion' section by providing more context and clarifying the key insights related to ML systems engineering. Adds definitions to the 'conclusion' glossary. Updates a bibtex entry.
