purnendu-das-in/genai-roadmap-for-juniors

A practical, staged roadmap for becoming a full‑stack GenAI developer in 2026, aimed at freshers, juniors, students, and professionals switching into GenAI. It sequences essential skills (no marathon theory) from setup and Python basics through ML, deep learning, transformers, LLMs, prompt engineering, RAG, agents, fine‑tuning, deployment, and responsible AI. Includes a hands‑on Colab notebook (9 sections, ~6 hours), mini‑projects for each stage, and an interview hiring bar listing six demonstrable capabilities (software foundations, LLM APIs, RAG, agents/tools, production habits, interview clarity). Provides timeboxing advice, recommended tools (PyTorch, FastAPI, Hugging Face), and portfolio guidance. Live site and example notebooks available.

このRepoのdescription / GitHub topics / READMEのAI要約に出現したAI関連キーワードをカテゴリ別に表示。各バッジは該当カテゴリの詳細ランキングへリンクします。