feat(course): Enhance Section 2.2 on Configurations - #28
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This commit significantly improves Section 2.2 of the MLOps Coding Course, focusing on configurations. The changes aim to make the content richer, more engaging, and easier for you to follow. The key improvements include: - Added emojis to all section titles for better visual engagement. - Restructured the content to flow from basic in-notebook configurations to more advanced, production-ready practices. - Added a new, comprehensive section on "Beyond Notebooks: External Configuration Files," which covers: - The benefits of using external configuration files (e.g., YAML). - A tutorial on loading and parsing YAML files with PyYAML. - An introduction to data validation for configurations using Pydantic, with clear code examples. - A dedicated subsection on managing multiple environments (development, production) with a base and override strategy. - An overview of advanced configuration management libraries like Dynaconf. - Best practices for securely managing secrets and API keys using environment variables and `.env` files. - Added a "Key Takeaways" section to summarize the most important concepts and best practices discussed in the document. These enhancements provide you with a clear, practical, and scalable approach to configuration management in your MLOps projects.
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This change improves section 2.2 of the course by adding emojis to titles, making the content richer and easier to follow, and adding new valuable content on advanced configuration management techniques.