Concept Sheets
Dense, single-page study references.
- Classical ML 35 concepts
Machine Learning Concept Sheet
A field guide to the algorithms you will actually meet, from regression through ensembles. Each one dissected into idea, maths, mechanics, trade-offs and a worked example.
Open sheet - Deep Learning 34 concepts
Deep Learning Concept Sheet
From a single neuron to modern architectures. Perceptrons, CNNs, sequence models, attention, generative models and the current frontiers.
Open sheet