handcrafted by @shreyaschate

learn ai
the right way

just real roadmaps, interactive mind maps, and production guides that actually make sense. built with care, not prompts.

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explore mindmaps

roadmaps that work

learning paths that actually get you somewhere

  • llm foundations (2 weeks)
  • rag to production (2 weeks)
  • fine-tuning + eval (2 weeks)
  • mlops for llms (2 weeks)
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interactive mindmaps

see how everything connects. literally.

  • navigate by prerequisites
  • see topic relationships
  • jump to articles
  • track your progress locally
explore mindmaps

production architecture

real systems, real problems, real solutions

  • rag architectures
  • guardrails & safety
  • evaluation harnesses
  • vector db tradeoffs
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pick your vibe

dive deep into what actually matters

RAG

retrieval-augmented generation, done right

Generative AI

llms, diffusion, the whole deal

AI Agents

multi-agent systems & tool use

MLOps

deploy, monitor, iterate

AIOps

ai-driven operations

Conversational AI

chatbots & voice assistants

Tutorials

step-by-step, with code

Blog

thoughts, insights, real talk

no bs, just facts

every guide has sources. every tutorial has code. every architecture has been battle-tested. this is curated knowledge that actually works.

3+ sources
per tutorial
regular updates
last verified dates
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