Download free cheat sheets and interview prep materials
Tokens, sampling, models, hallucination — complete reference
Chunking, embeddings, retrieval, reranking, evaluation pipeline
Agents, ReAct, tools, memory, multi-agent systems, frameworks
LoRA, QLoRA, DPO, GRPO, RULER, Unsloth, LLaMA-Factory guide
Zero-shot, CoT, RAG prompts, agent prompts, security guide
Architecture, scaling, safety, observability, cost optimization
NumPy, Pandas, PyTorch, HuggingFace, LangChain snippets
Attention, multi-head, KV cache, RoPE, Flash Attention, modern LLMs
CI/CD, experiment tracking, drift detection, prompt versioning
Mentorship Programs
These free resources are just the start. Our mentorship programs get you job-ready with real AI projects, mock interviews & 1:1 guidance from Aman.
Blueprint
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The perfect launchpad for your AI journey
Launchpad
Working professionals
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Placement
Serious candidates
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We don't stop until you're hired