Library
Each map is a subject taken apart into the skills it is made of, in the order they build on each other.
- 01Linear AlgebraBuild real geometric intuition for vectors, matrices and transformations — then the machinery that makes them useful.10 chapters · 32 skills
- 02Python from ScratchGo from no code at all to writing programs you actually want to run.6 chapters · 17 skills
- 03MacroeconomicsHow whole economies behave — output, prices, employment, money and policy.5 chapters · 13 skills
- 04Neural NetworksFrom a single neuron to training deep networks — with the math kept honest.5 chapters · 14 skills
- 05Organic ChemistryStructure, reactivity and mechanism — learned as reasoning, not memorization.5 chapters · 13 skills
Every area Kolu teaches
Anything not listed, Kolu maps when you ask for it.
Mathematics
Arithmetic · Fractions and decimals · Pre-algebra · Algebra · Geometry
Computer science
Programming basics · Data structures · Algorithms · Web development · Databases
Physics
Mechanics · Waves and oscillations · Thermodynamics · Electricity and magnetism · Optics
Economics and business
Personal finance · Microeconomics · Macroeconomics · Accounting · Marketing
History
Ancient history · Medieval history · Early modern history · American history · The American Civil War
Chemistry
Atoms and the periodic table · Chemical bonding · Reactions and stoichiometry · States of matter and gases · Equilibrium, acids and bases
Biology
Cells · Genetics · Evolution · Ecology · Human anatomy and physiology
Medicine and health
First aid · Nutrition · Exercise and fitness · How the body works · Mental health
Psychology
Introduction to psychology · Cognitive psychology · Developmental psychology · Social psychology · Personality and emotion
Philosophy
Introduction to philosophy · Logic and critical thinking · Ethics · Ancient philosophy · Epistemology
Literature
Reading well · Writing · Poetry · The novel and short story · Drama and Shakespeare
Languages
English as a second language · Spanish · French · German · Italian
Geography and earth science
Physical geography · Human geography · Geology · Weather and climate · Oceans
Engineering
Statics and mechanics · Electric circuits · Engineering design and CAD · Materials · Electronics
Art and design
Drawing · Color and composition · Painting · Photography · Graphic design
Music
Rhythm and reading music · Music theory · Piano · Guitar · Singing
Law and government
Civics · Constitutional law · Political science · Everyday law · Contract law
Social sciences
Sociology · Anthropology · Social research methods · Archaeology · Inequality and social change