learn.xhelio.ai

Courses and books

Long-form material written to be read end to end, with the mathematics, the algorithms and the numbers left in.

Course

RL, from scratch to LLMs

Reinforcement learning from bandits and MDPs through PPO to RLHF, DPO, GRPO and agentic RL, with interactive demos, coding labs and narrated lessons.

21 chapters · exercises · paper map Open the course →
Book

Finding Planets

Every way planets and planetary bodies are found, from Herschel's telescope and Neptune's prediction to shift-and-stack, orbit-space search, exoplanet methods and GPU algorithms.

Solar System · exoplanets · algorithms Read the book →