Prerequisite chain
Prerequisites for Bits, Nats, Perplexity, and BPB
Topics you need before working through Bits, Nats, Perplexity, and BPB. Direct prerequisites are listed first; transitive prerequisites (the chain reachable through them) follow.
Direct prerequisites (2)
- Information Theory Foundationslayer 0B, tier 2
- KL Divergencelayer 1, tier 1
Reachable through the chain (3)
These topics are not directly cited as prerequisites but are reached transitively by following the chain upward. Working through the direct prerequisites pulls these in.
- Common Probability Distributionslayer 0A, tier 1
- Sets, Functions, and Relationslayer 0A, tier 1
- Basic Logic and Proof Techniqueslayer 0A, tier 2