Function
“A vending machine is a function: one button, one snack, every time.”
A rule assigning each input exactly one output.
Memory trick: One input → exactly one output.
Fundamentals
The core facts every aspirant should own — each a titled nugget with a real-world story, the concept in plain words, and a memory trick. Works even when the internet doesn't.
300 fundamentals
“A vending machine is a function: one button, one snack, every time.”
A rule assigning each input exactly one output.
Memory trick: One input → exactly one output.
“You can't feed a negative into a square root over the reals — that limits the domain.”
Domain is the set of allowed inputs; range is the set of possible outputs.
Memory trick: Domain in, range out.
“A bijection (both) is a perfect pairing with no leftovers.”
A one-one (injective) function never repeats outputs; an onto (surjective) function hits every output.
Memory trick: Injective: no repeats; surjective: no gaps.
“Functions can be chained like an assembly line, each stage feeding the next.”
Applying one function to the result of another, (f∘g)(x) = f(g(x)).
(f∘g)(x)=f(g(x))
Memory trick: Work inside-out.
“Check the discriminant and you know the roots' nature before solving.”
For ax²+bx+c=0, D = b²−4ac decides the roots: D>0 two real, D=0 equal, D<0 complex.
D = b²−4ac
Memory trick: D<0 → complex roots (not 'none').
“One formula unlocks every quadratic ever written.”
The roots of ax²+bx+c=0 are x = [−b ± √(b²−4ac)]/2a.
x=(−b±√D)/2a
Memory trick: Memorise it cold.
“You can build a quadratic straight from its roots — no expansion needed.”
For ax²+bx+c=0, roots sum to −b/a and multiply to c/a.
Memory trick: Sum −b/a, product c/a.
“'Imaginary' numbers run the very real electronics in your phone.”
i is defined by i² = −1, extending numbers beyond the real line.
i² = −1
Memory trick: i² = −1.
“A complex number is just a point on a plane; its modulus is how far out it sits.”
|z| = √(a²+b²) is z's distance from the origin.
|z|=√(a²+b²)
Memory trick: Distance from origin.
“Multiplying by the conjugate is the trick to clear i from a denominator.”
The conjugate of a+bi is a−bi; z times its conjugate is |z|² (real).
z·z̄=|z|²
Memory trick: Flip the sign of i.
“Stacking equal steps — like saving a fixed amount every month.”
A sequence with a constant common difference; nth term a+(n−1)d.
aₙ=a+(n−1)d
Memory trick: Add a fixed step each time.
“Compound interest and viral sharing both grow geometrically.”
A sequence with a constant ratio; nth term a·r^(n−1).
aₙ=a·r^(n−1)
Memory trick: Multiply by a fixed ratio.
“Add ½ + ¼ + ⅛ + … forever and you get exactly 1.”
Converges to a/(1−r) only when |r| < 1.
S∞=a/(1−r)
Memory trick: Needs |r| < 1.
“A powerful shortcut for finding minimum or maximum values.”
The arithmetic mean of positive numbers is at least their geometric mean.
Memory trick: AM ≥ GM, equal only when all equal.
“3 shirts and 4 trousers make 12 outfits — multiplication, not addition.”
If one task has m ways and another n ways, together they have m×n ways.
Memory trick: 'And' multiplies; 'or' adds.
“The number of ways to award gold, silver and bronze — order matters.”
An ordered arrangement of r from n: nPr = n!/(n−r)!.
nPr=n!/(n−r)!
Memory trick: Order matters → permutation.
“Choosing a committee — the order you pick people doesn't matter.”
An unordered selection of r from n: nCr = n!/[r!(n−r)!].
nCr=n!/(r!(n−r)!)
Memory trick: Order irrelevant → combination.
“Pascal's triangle hands you the coefficients row by row.”
(a+b)^n expands with coefficients nCr, powers of a and b summing to n.
Tᵣ₊₁=nCr·a^(n−r)b^r
Memory trick: Exponents add to n each term.
“To find a specific term, set the exponent and solve for r.”
The (r+1)th term is nCr·a^(n−r)·b^r.
Tᵣ₊₁
Memory trick: Mind the +1 in the index.
“The unit circle in one equation.”
For any angle, sin²θ + cos²θ = 1.
sin²θ+cos²θ=1
Memory trick: It's the squares that sum to 1.
“Radians tie an angle to the arc length it sweeps, which is why calculus loves them.”
π radians = 180°; calculus formulas assume radians.
π rad = 180°
Memory trick: Switch to radians before differentiating.
“If your working gives sinθ = 1.4, you've slipped somewhere.”
sinθ and cosθ always lie between −1 and 1.
Memory trick: Never outside [−1, 1].
“These unlock angles you can't read straight off the triangle.”
sin(A±B) = sinA cosB ± cosA sinB; cos(A±B) = cosA cosB ∓ sinA sinB.
Memory trick: Watch the sign flip in cosine.
“It cracks triangles when you know an angle and its opposite side.”
In any triangle, a/sinA = b/sinB = c/sinC.
a/sinA=b/sinB
Memory trick: Pair each side with its opposite angle.