DNA Computing / Start Here

Reader’s Roadmap

Nucleotides, base pairing, information content, replication, transcription, translation, and biological error correction

Molecular Flow

Information becomes function through controlled transformations

Follow one signal from durable sequence to a context-dependent biological action.

DNA

Store

A four-symbol sequence preserves heritable constraints.

ATG CCG TAA


Ch.	Title	Learning focus


1	DNA as an Information System	Nucleotides, base pairing, information content, replication, transcription, translation, and biological error correction
2	DNA Computing	Adleman’s experiment, molecular search, strand displacement, chemical reaction networks, logic gates, complexity, and laboratory constraints
3	Gene Regulation as Computation	Promoters, repressors, enhancers, feedback, epigenetic state, and context-dependent expression
4	Machine-Learning Foundations	Representation, optimization, generalization, sequence models, evaluation, and experimental controls
5	Transformers and Large Language Models	Attention, tokenization, scaling, strengths, limitations, and why comparison architectures matter
6	Biological Foundation Models	Genomic and protein language models, structure prediction, benchmarks, interpretability, and responsible use

Fast route for computer scientists: Chapters 1, 2, 4, 5, and 6.
Fast route for life-science students: Chapters 1, 3, 4, and 6.
Full course: All chapters in order, with Appendix A used as a just-in-time mathematics reference.