Ranked from CortexLab’s local platform index and published content.
Q-learning
Learn action values off-policy from temporal-difference targets.
TD learning
Build a working mental model of TD learning then connect it to implementation evaluation and production trade-offs.
System design
Build a working mental model of System design then connect it to implementation evaluation and production trade-offs.
Experiment design
Turn a vague idea into a falsifiable test with a baseline and explicit evidence standard.
Bandits
Learn which action performs best while continuing controlled exploration.
APIs
Design stable service boundaries for data and model capabilities.
PostgreSQL
Design relational storage with constraints indexes and transactional behavior.
MDPs
Model sequential decisions with states, actions, transitions, rewards and discounting.
MLP
Build feed-forward neural networks and understand optimization behavior.