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Welcome, Sid
Your journey to top 1% starts now
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target: 90+
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Transformer Mathematics
Attention, positional encoding, scaling laws
Curriculum
View All →Tier 1 — Foundations
Tier 2 — Production
Tier 3 — Advanced
Tier 4 — Research
Skill Radar
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Journey started
February 5, 2026
Path to Top 1%
Beginner
0/3
Intermediate
4-8
Advanced
9-14
Expert
15-18
Top 1%
19-20 + 90+