Learning Systems¶
Overview¶
Effective learning systems accelerate skill development and knowledge acquisition. This document describes frameworks for continuous learning.
Learning Framework¶
Input¶
- Books and articles
- Courses and tutorials
- Podcasts and videos
- Mentorship and coaching
Processing¶
- Active reading/listening
- Note-taking (Zettelkasten)
- Spaced repetition
- Teaching others
Output¶
- Writing and blogging
- Building projects
- Speaking and presenting
- Mentoring
Knowledge Management¶
Capture¶
- Quick capture tools
- Voice notes
- Screenshots
- Bookmarks
Organize¶
- Tagging system
- Linking concepts
- Progressive summarization
- Regular review
Retrieve¶
- Search optimization
- Spaced retrieval
- Context triggers
Skill Development¶
Deliberate Practice¶
- Define specific goal
- Get immediate feedback
- Focus on weaknesses
- Practice at edge of ability
Learning Projects¶
- Build real things
- Solve real problems
- Ship and iterate
Time Allocation¶
- 70% production
- 20% learning
- 10% exploration
Tools¶
- Obsidian/Notion for notes
- Anki for spaced repetition
- Readwise for highlights
- Calendar for learning blocks
Related Documents¶
Last updated: January 2025