Skip to content

Library

Each map is a subject taken apart into the skills it is made of, in the order they build on each other.

  1. 01Linear AlgebraBuild real geometric intuition for vectors, matrices and transformations — then the machinery that makes them useful.10 chapters · 32 skills
  2. 02Python from ScratchGo from no code at all to writing programs you actually want to run.6 chapters · 17 skills
  3. 03MacroeconomicsHow whole economies behave — output, prices, employment, money and policy.5 chapters · 13 skills
  4. 04Neural NetworksFrom a single neuron to training deep networks — with the math kept honest.5 chapters · 14 skills
  5. 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