learning
Learning resources
An index of learning paths, study notes and external references. It points to material; it does not duplicate it.
Learning resources are being organised. No entry below links to an external page yet, so each planned collection is marked Coming soon. Links will appear here as resources are published. Until then, the written material on the site lives in the blog and the series.
AI and Machine Learning
Machine Learning Fundamentals Learning Path
A planned sequence of topics for learning the fundamentals of machine learning, intended to complement the Machine Learning Fundamentals series.
Coming soon
Computing Systems
Computing Systems Study Notes
Planned notes on performance, parallelism and the structure of computing systems as they matter for scientific and robotic software.
Coming soon
Mathematical Foundations
Mathematical Methods for Engineering Notes
Planned notes on the linear algebra, calculus and differential equations that recur throughout computing, control and machine learning.
Coming soonNumerical Methods and Simulation References
A planned list of public references on numerical methods and simulation. Each item will be added only after it has been checked and a real link is available.
Coming soon
Robotics and Control
Control Systems Study Notes
Planned study notes on feedback, system models, stability and controller design, intended to accompany the Foundations of Control Systems series.
Coming soonIntroduction to Robotics Learning Path
A planned reading order through the basics of robot kinematics, sensing and motion planning, with the mathematics each step relies on.
Coming soon