Getting Started - Welcome to Signal from Noise

Date: $(date +%Y-%m-%d)

Summary

This is your first post! This knowledge hub is designed to help you organize and learn AI concepts systematically through daily documentation.

Key Points

1. Daily Documentation: Write daily entries about AI concepts you learn
2. Organized Structure: Content is organized into blog posts, topics, concepts, tutorials, and tools
3. Progressive Organization: Start with blog posts, then organize mature content into structured docs

How This Works

Daily Workflow

1. Morning/Daily Learning:

   • Learn something new about AI
   • Take notes throughout the day

2. Evening Documentation:

   • Create a new blog post: npm run new-post "Your Title"
   • Document what you learned
   • Link to related concepts/topics

3. Weekly Organization:

   • Review the week's posts
   • Move substantial content to /docs/topics/
   • Extract key concepts to /docs/concepts/

Content Types

• Blog Posts (/blog/): Daily entries, raw learning notes
• Topics (/docs/topics/): Organized subjects (e.g., "Machine Learning", "NLP")
• Concepts (/docs/concepts/): Key concepts explained in detail
• Tutorials (/docs/tutorials/): Step-by-step guides
• Tools (/docs/tools/): Useful tools and resources

Example Structure

blog/2024/01/15-understanding-transformers.md
docs/topics/nlp.md
docs/concepts/attention-mechanism.md
docs/tutorials/build-your-first-transformer.md
docs/tools/hugging-face.md

Resources

• Blog Template - Use this for new posts
• Concept Template - For detailed concept pages
• Tutorial Template - For step-by-step guides

Takeaways

• Consistency is key - write daily, even if brief
• Organization happens progressively - don't over-organize at first
• Cross-reference everything - build connections between concepts
• Iterate on old content - return to expand and refine

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Next Steps:

1. Create your first real post about something you learned today
2. Explore the structure and customize it to your needs
3. Start documenting your AI learning journey!