alirezadir/Machine-Learning-Interviews

项目介绍

:newspaper: I now offer 1:1 AI/ML interview coaching for AI/ML Engineers, Applied AI Engineers & Scientists, Research Engineers, Research Scientists, AI Strategists, Engineering Managers, and senior AI leaders.

Topics include ML/AI system design, LLMs & Agentic AI, technical interviews, behavioral interviews, and leadership interviews.

:newspaper: News: Updated for 2026: Chapters 3 and 4 now cover the latest GenAI / LLM interview topics — foundation models & LLM internals (KV cache, GQA, RoPE, MoE), post-training algorithms (SFT, DPO, GRPO, RLVR, …), PEFT & inference optimization, multimodal AI (VLMs, VLAs, diffusion vs autoregressive), and GenAI system design (RAG, agents, guardrails,…

摘自 github.com/alirezadir/Machine-Learning-Interviews