TOOLS
Free AI Tools
Practical tools for AI careers, model cost, GPU deployment, RAG and agent safety.
AI Career Matcher
Map your current skills to practical AI career paths.
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LLM Cost Calculator
Estimate token cost and monthly model budgets.
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GPU Memory Calculator
Estimate VRAM for model size, precision and context.
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AI Roadmap Generator
Turn a target role into a structured learning plan.
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RAG Readiness Checklist
Check whether your data, permissions and evaluation are ready.
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Agent Risk Review
Review tools, permissions, approvals and recovery paths.
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