作品展示
这些都是 SciMigo 真实生成的课件和课程。你可以浏览作品展示，了解讲解引擎的实际效果，也可以借助 AI 导师自主学习。
生成课程
Structure and Interpretation of Computer Programs
This is demanding material—and that's why it works. Master the fundamental ideas of computation that shaped generations of programmers.
Linear Algebra for AI
Master the language of AI: vectors, matrices, transformations, and eigenvalues -- with Python code to ground every concept. From NumPy basics to LoRA fine-tuning and mechanistic interpretability.
Meta System Design Interview
What Meta actually tests, how it evaluates, and how to think at Staff level. 27 episodes covering distributed systems fundamentals, 13 real Meta-style design problems, and capstone mock interviews.
Probability & Statistics
Coming SoonBuild statistical intuition through simulation and visualization. Understand distributions, hypothesis testing, and Bayesian reasoning—grounded in real data.
ML & AI System Design for Staff Engineers
14 episodes covering ML infrastructure, AI-era systems, and Staff-level architectural thinking — feature stores, model serving, training platforms, vector search, LLM serving, RAG, and AI gateway design.