One shelf per subject from my master's. Every subject holds the same core resources: a cheatsheet to cram from, slides explained in plain easy words (full concepts, not bullets), a question bank pulled straight from the slides (questions only, no answers), a formula sheet, the core book explained, and a references shelf. Pick a subject to open its vault.
Agents, environments, MDPs, value & policy methods. Cheatsheet, slides explained, question bank, book and references.
Image formation, features, CNNs, detection & segmentation. Cheatsheet, slides explained, question bank, book and references.
Search, knowledge, reasoning, evolutionary & swarm methods, fuzzy & neural systems. Cheatsheet, slides explained, question bank, book and references.
Text processing, language models, embeddings, transformers & LLMs. Cheatsheet, slides explained, question bank, book and references.
PCA and factor analysis, autoencoders, autoregressive density models, PixelCNN variants, and normalizing flows. Companion notes and solved questions.
Data representations, management fundamentals, architectures, pipelines, infrastructure and DataOps. Cheatsheet, slides explained, question bank, formula sheet, book guide and references.