Roadmaps · opinionated & sequenced

Pick a path.

Not a mind-map of 200 things you could learn. A curated route through the hub — courses, tutorials, interview questions, resources — with a north-star project at the end. Check off stages, sync your progress, ship the thing.

beginner
~30 days · 30 min a day· 5 stages

AI for Complete Beginners

From zero to your first useful AI thing

You'll be a confident daily user of AI and ship your first small no-code AI project.

0 / 5 stages0%
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beginner
~6 weeks · 3-4 hrs/week· 6 stages

Prompt Engineer

From decent prompts to production-grade prompting

You'll write prompts that are reliable, structured, and interview-ready, and you'll know when to reach for RAG or fine-tuning instead.

0 / 6 stages0%
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intermediate
~3 months · 5-8 hrs/week· 7 stages

LLM App Builder

The 'AI engineer' path — code an LLM app end to end

You'll have shipped an LLM-powered app with RAG and streaming, know where each piece fits, and speak the language fluently.

0 / 7 stages0%
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intermediate
~8 weeks · 4-6 hrs/week· 8 stages

ML Engineer — Interview Ready

The 8-week ramp to walking into interviews confident

You'll answer the questions interviewers actually ask across LLMs, RAG, classical ML, systems, and ethics — with senior signals baked in.

0 / 8 stages0%
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