Available today
Browse real generated courses, open lesson decks and readings, run supported labs, and ask questions with the current course and slide supplied as context.
Showcase
Real AI-generated decks and courses from SciMigo. Browse the showcase to see the lecture engine in production, or use it for self-paced learning with the AI tutor.
Generated lessons
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.
9 of 9 modules available
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.
16 of 16 modules available
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.
27 of 27 modules available
Probability & Statistics
Coming SoonBuild statistical intuition through simulation and visualization. Understand distributions, hypothesis testing, and Bayesian reasoning—grounded in real data.
10 modules planned
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.
14 of 14 modules available
Learn now, and help shape what comes next
Learning MVP in development
Import a private question bank, practice one problem at a time, review attempt patterns, resume a study path, and receive an evidence-backed next step.
Start Learning
Frequently asked questions
Can I learn from SciMigo courses today?
Yes. The course showcase contains real generated STEM lessons with decks, readings, labs where available, and a course-grounded AI tutor. Course availability varies by module.
Is SciMigo an AI math tutor?
SciMigo includes course-aware AI help for STEM lessons. Its broader learning MVP is being designed to connect tutoring with one-question-at-a-time practice, validated feedback, study history, and a recommended next step.
Can I turn a PDF into a private practice question bank?
That workflow is in active development. The planned MVP will let learners paste or upload source material, review extracted questions, and practice them one at a time. It is not yet generally available.
How does grounded AI tutoring work in SciMigo?
The tutor receives the current course, module, lesson, and slide context so answers can stay tied to the material being studied. Persistent mastery and misconception tracking are separate MVP capabilities still under development.