15 role-based prompts claim to replace a $114,500 ML education, from theory to MLOps

bigaiguy · x · 2026-10-12

The author shares 15 role-based system prompts marketed as replacing $114,500+ of ML education: personalized roadmap, linear algebra, Python, supervised/unsupervised learning, deep learning, NLP, feature engineering, model evaluation, computer vision (Tesla-style), recommender systems (Meta/Netflix-style), MLOps deployment (Uber-style: FastAPI, Docker, drift monitoring), AI safety (Anthropic-style), and Google ML interview prep. Each prompt assigns a senior-engineer persona with a detailed teaching syllabus — classic engagement-bait formatting, but the prompt frameworks are directly copyable.

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