~/talk

Perceptual Learning == More Ruby Experts?

Talkat RubyConf 2021 · 2021-11-08..11-10· [developer-experience]
slides:none on file

Perceptual Learning (PL) claims to speed pattern recognition and fluency so experts pick up relevant relations automatically and novices do not. A fractions study uses 2–13 sessions of 30 minutes, shows the mixed‑unit group retains 62% retention after nine weeks versus 49% for control, and treats PL as a supplement not a replacement. No published PL trials for programming yet; practical guidance: aim for 95% reliability on targeted exercises, use varied examples, and break skills into 90‑minute measurable practice chunks.

AI-written summary · about

  1. 0:00Start
  2. 4:08What Is the Relationship between Perceptual Learning and Expertise
  3. 6:12What Does It Mean To Be an Expert
  4. 7:02Difference between Novices and Experts
  5. 11:17Example of a Perceptual Learning Training
  6. 11:40Fraction Experiment
  7. 20:58Focus on Deliberate Practice
  8. 22:23Embrace Discomfort and Getting Stuck
  9. 23:24Summarize the Perceptual Learning Techniques for Programming
  10. 24:00Recap
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