Here is another list of ideas in math made by a lesser math person. (top 100 most useful)
counting
zero
integer decimal positional notation 100, 1000, …
the four arithmetic operations + – * /
fractions
decimal notation 0.1, 0.01, …
basic propositional logic (Modus ponens, contrapositive, If-then, and, or, nand, …)
negative numbers
equivalence classes
equality & substitution
basic algebra – idea of variables, equations, …
the idea of probability
commutative and associative properties
distributive property
powers (squared, cubed,…), – compound interest (miracle of)
scientific notation 1.3e6 = 1,300,000
polynomials
first order predicate logic
infinity
irrational numbers
De Morgan’s laws
statistical independence
the notion of a function
square root (cube root, …)
inequalities (list of inequalities)
power laws (i.e. abac=ab+c )
Cartesian coordinate plane
basic set theory
random variable
probability distribution
histogram
the mean, expected value & strong law of large numbers
the graph of a function
standard deviation
Pythagorean theorem
vectors and vector spaces
limits
real numbers as limits of fractions, the least upper bound
continuity
Rn, Euclidean Space, and Hilbert spaces (inner or dot product)
derivative
correlation
central limit theorem, Gaussian Distribution, Properties of Guassains.
integrals
chain rule
modular arithmetic
sine cosine tangent
π, circumference, area, and volume formulas for circles, rectangles, parallelograms, triangles, spheres, cones,…
linear regression
Taylor’s theorem
the number e and the exponential function
Rolle’s theorem, Karush–Kuhn–Tucker conditions, derivative is zero at the maximum
the notion of linearity
Big O notation
injective (one-to-one) / surjective (onto) functions
imaginary numbers
symmetry
Euler’s Formula eiπ+1=0
Fourier transform, convolution in time domain is the product in the frequency domain (& vice versa), the FFT
fundamental theorem of calculus
logarithms
matrices
conic sections
Boolean algebra
Cauchy–Schwarz inequality
binomial theorem – Pascal’s triangle
the determinant
ordinary differential equation (ODE)
mode (maximum likelihood estimator)
cosine law
prime numbers
linear independence
Jacobian
fundamental theorem of arithmetic
duality – (polyhedron faces & points, geometry lines and points, Dual Linear Program, dual space, …)
intermediate value theorem
eigenvalues
median
entropy
KL distance
binomial distribution
Bayes’ theorem
210≈1000
compactness, Heine – Borel theorem
metric space, Triangle Inequality
Projections, Best Approximation
1/(1−X)=1+X+X2+…
partial differential equations
quadratic formula
Reisz representation theorem
Fubini’s theorem
the ideas of groups, semigroups, monoids, rings, …
Singular Value Decomposition
numeric integration – trapezoidal rule, Simpson’s rule, …
mutual information
Plancherel’s theorem
matrix condition number
integration by parts
Euler’s method for numerical integration of ODEs (and improved Euler & Runge–Kutta)
pigeon hole principle
mathematical used less often: Baire category theorem, Banach Spaces, Brouwer Fixed Point Theorem, Carathéodory’s Theorem, Category Theory, Cauchy integral formula, calculus of variations, closed graph theorem, Chinese remainder theorem, Clifford algebra (quaternions), Context Free Grammars, countable vs uncountable infinity, Cramer’s Rule, cohomology, Euclidean algorithm, fundamental group, Gauss’ Law, Grassmannian algebra , Graph Theory, Hahn-Banach Theorem, homology, Hairy Ball Theorem, Hölder’s inequality, inclusion-exclusion, Jordan Decomposition, Kalman Filters, Markov Chains (Hidden Markov Models), modules, non-associative algebras, Picard’s Great Theorem, Platonic/Euclidean solids, Principle of Induction, Probabilistic Graphical Models (Bayesian Networks, Markov Random Fields), Pontryagin duality, Quaternions, Spectral Theorem, Sylow p subgroup, repeating decimals equal a fraction, ring ideals, sine law, tensors, tessellation, transcendental numbers, Uniform Boundedness Theorem, Weierstrass approximation theorem. From http://artent.net/2012/11/27/100-most-useful-theorems-and-id...
counting zero integer decimal positional notation 100, 1000, … the four arithmetic operations + – * / fractions decimal notation 0.1, 0.01, … basic propositional logic (Modus ponens, contrapositive, If-then, and, or, nand, …) negative numbers equivalence classes equality & substitution basic algebra – idea of variables, equations, … the idea of probability commutative and associative properties distributive property powers (squared, cubed,…), – compound interest (miracle of) scientific notation 1.3e6 = 1,300,000 polynomials first order predicate logic infinity irrational numbers De Morgan’s laws statistical independence the notion of a function square root (cube root, …) inequalities (list of inequalities) power laws (i.e. abac=ab+c ) Cartesian coordinate plane basic set theory random variable probability distribution histogram the mean, expected value & strong law of large numbers the graph of a function standard deviation Pythagorean theorem vectors and vector spaces limits real numbers as limits of fractions, the least upper bound continuity Rn, Euclidean Space, and Hilbert spaces (inner or dot product) derivative correlation central limit theorem, Gaussian Distribution, Properties of Guassains. integrals chain rule modular arithmetic sine cosine tangent π, circumference, area, and volume formulas for circles, rectangles, parallelograms, triangles, spheres, cones,… linear regression Taylor’s theorem the number e and the exponential function Rolle’s theorem, Karush–Kuhn–Tucker conditions, derivative is zero at the maximum the notion of linearity Big O notation injective (one-to-one) / surjective (onto) functions imaginary numbers symmetry Euler’s Formula eiπ+1=0 Fourier transform, convolution in time domain is the product in the frequency domain (& vice versa), the FFT fundamental theorem of calculus logarithms matrices conic sections Boolean algebra Cauchy–Schwarz inequality binomial theorem – Pascal’s triangle the determinant ordinary differential equation (ODE) mode (maximum likelihood estimator) cosine law prime numbers linear independence Jacobian fundamental theorem of arithmetic duality – (polyhedron faces & points, geometry lines and points, Dual Linear Program, dual space, …) intermediate value theorem eigenvalues median entropy KL distance binomial distribution Bayes’ theorem 210≈1000 compactness, Heine – Borel theorem metric space, Triangle Inequality Projections, Best Approximation 1/(1−X)=1+X+X2+… partial differential equations quadratic formula Reisz representation theorem Fubini’s theorem the ideas of groups, semigroups, monoids, rings, … Singular Value Decomposition numeric integration – trapezoidal rule, Simpson’s rule, … mutual information Plancherel’s theorem matrix condition number integration by parts Euler’s method for numerical integration of ODEs (and improved Euler & Runge–Kutta) pigeon hole principle
mathematical used less often: Baire category theorem, Banach Spaces, Brouwer Fixed Point Theorem, Carathéodory’s Theorem, Category Theory, Cauchy integral formula, calculus of variations, closed graph theorem, Chinese remainder theorem, Clifford algebra (quaternions), Context Free Grammars, countable vs uncountable infinity, Cramer’s Rule, cohomology, Euclidean algorithm, fundamental group, Gauss’ Law, Grassmannian algebra , Graph Theory, Hahn-Banach Theorem, homology, Hairy Ball Theorem, Hölder’s inequality, inclusion-exclusion, Jordan Decomposition, Kalman Filters, Markov Chains (Hidden Markov Models), modules, non-associative algebras, Picard’s Great Theorem, Platonic/Euclidean solids, Principle of Induction, Probabilistic Graphical Models (Bayesian Networks, Markov Random Fields), Pontryagin duality, Quaternions, Spectral Theorem, Sylow p subgroup, repeating decimals equal a fraction, ring ideals, sine law, tensors, tessellation, transcendental numbers, Uniform Boundedness Theorem, Weierstrass approximation theorem. From http://artent.net/2012/11/27/100-most-useful-theorems-and-id...