Fundamentals, then proof of work
Follow a path, practice in the IDE, and ship playground projects.
NeuraApp guides you topic-by-topic — read lessons, pass quizzes, practice in the IDE, and build projects on a single progress spine.
Structured lessons with inline notes and AI help.
Module quizzes unlock when you finish a topic.
IDE problems with sample and hidden test cases.
Assignments and playground projects for your portfolio.
Spine
Read publicly anytime. When you sign in, the same spine tracks what you finished.
The language foundation for data work, ML scripts, and in-browser labs.
Linear algebra, probability, statistics, and calculus for ML.
Supervised & unsupervised learning, evaluation, and feature engineering.
Neural networks, backprop, optimization, and modern architectures.
Tensors, autograd, nn.Module, and the training loop you will actually write.
Images, CNNs, and visual models as one stage of the AI-engineer path — not the whole path.
Text pipelines, embeddings, and language tasks before you specialize in LLMs.
Zero-shot, chain-of-thought, structured outputs, and evaluation.
How modern LLMs work, and how to build around generation systems.
Want quizzes, assignments, and progress across devices? Create a free account when you are ready.
Rich HTML content with diagrams, code samples, and inline exercises.
Run code, tweak parameters, and see results without leaving the platform.
Short assessments to reinforce concepts before moving forward.
Multi-step tasks that mirror real project work.
Portfolio-ready builds that combine skills from a full track.
Ask follow-up questions and get cited answers from your curriculum.
Create a free account and start with Math Foundation — the first topic on your spine.