career·9 min read
AI Upskilling Guide for Beginners
A no-nonsense AI upskilling guide for beginners — what to learn, what to skip, and how to prove the skill.
Quick answer. Pick a 4-week timeline. Week 1 prompting, week 2 workflow, week 3 automation, week 4 ship. Tie everything to a real task at work. That's the entire guide.
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The 4-week shape
- Week 1 — Prompting reps (30 min/day).
- Week 2 — Build one real workflow tied to your job.
- Week 3 — Layer one automation on top.
- Week 4 — Ship a finished artifact you can show.
How to measure progress
- Number of artifacts shipped.
- Time saved per week (count it).
- Number of teammates who copy your workflow.
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