Cosine rule
“When there's no right angle, the cosine rule steps in.”
c² = a² + b² − 2ab·cosC generalises Pythagoras to any triangle.
c²=a²+b²−2ab·cosC
Memory trick: Pythagoras with a correction term.
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
“When there's no right angle, the cosine rule steps in.”
c² = a² + b² − 2ab·cosC generalises Pythagoras to any triangle.
c²=a²+b²−2ab·cosC
Memory trick: Pythagoras with a correction term.
“It's Pythagoras wearing coordinate-geometry clothes.”
The distance between (x₁,y₁) and (x₂,y₂) is √[(x₂−x₁)²+(y₂−y₁)²].
d=√(Δx²+Δy²)
Memory trick: Difference-of-coordinates, squared, rooted.
“Every rate you plot — speed, cost, growth — is a slope.”
Slope m = (y₂−y₁)/(x₂−x₁) = tanθ measures steepness.
m=Δy/Δx
Memory trick: Rise over run.
“Perpendicular slopes are negative reciprocals of each other.”
Parallel lines share a slope; perpendicular slopes multiply to −1.
Memory trick: ⊥ → m₁m₂ = −1.
“Every point equidistant from the centre — written as an equation.”
A circle of centre (h,k) and radius r is (x−h)² + (y−k)² = r².
(x−h)²+(y−k)²=r²
Memory trick: Centre-radius form.
“Satellite dishes are parabolas because they focus all signals to one point.”
The set of points equidistant from a focus and a directrix; y² = 4ax opens rightward.
y²=4ax
Memory trick: Eccentricity exactly 1.
“A single number e morphs a circle into an ellipse, parabola, then hyperbola.”
Circle e=0, ellipse 0<e<1, parabola e=1, hyperbola e>1.
Memory trick: e climbs, the curve opens up.
“Mathematics' way of getting infinitely close without touching.”
The value a function approaches as its input nears a point, even if undefined there.
Memory trick: Limit ≠ value at a discontinuity.
“You can draw a continuous curve without lifting your pen.”
A function is continuous at a point if its limit there equals its value — no breaks.
Memory trick: Limit = value → continuous.
“The tiny-angle secret behind much of calculus and physics.”
lim(x→0) sin x / x = 1 (x in radians).
lim(x→0)sinx/x=1
Memory trick: Only in radians.
“Your speedometer shows a live derivative of distance.”
The instantaneous rate of change — the slope of the tangent at a point.
dy/dx
Memory trick: Slope of the tangent.
“The workhorse of differentiation — bring the power down, drop it by one.”
d/dx(x^n) = n·x^(n−1).
d/dx(xⁿ)=nx^(n−1)
Memory trick: Drop the power, subtract one.
“The derivative of a product is NOT the product of derivatives.”
d/dx(uv) = u'v + uv'.
(uv)'=u'v+uv'
Memory trick: First×d(second) + second×d(first).
“For sin(2x) it's cos(2x)×2 — never forget the ×2.”
Differentiate the outer function, then multiply by the inner derivative.
dy/dx=dy/du·du/dx
Memory trick: Outer' × inner'.
“Businesses use this to squeeze out maximum profit or minimum cost.”
At a maximum or minimum, f'(x)=0; use f''(x) to tell which (f''<0 max, f''>0 min).
Memory trick: f'=0 is only a candidate — check f''.
“The sign of the derivative tells you which way the curve is heading.”
Where f'(x) > 0 a function rises; where f'(x) < 0 it falls.
Memory trick: f'>0 up, f'<0 down.
“Undoing a derivative always loses the constant — hence +C.”
Integration reverses differentiation; indefinite integrals carry a +C.
∫xⁿ dx=x^(n+1)/(n+1)+C
Memory trick: Never forget +C.
“Adding infinitely many thin strips gives the exact area of a curved region.”
The definite integral gives the (signed) area under a curve between two limits.
Memory trick: Area below axis counts negative.
“It's the bridge that ties the two halves of calculus together.”
Differentiation and integration are inverse operations.
Memory trick: Integrate then differentiate → back to start.
“Population growth, cooling coffee and radioactive decay are all differential equations.”
An equation involving a function and its derivatives.
Memory trick: Relates a function to its rate of change.
“The dot product measures how much two vectors point the same way.”
a·b = |a||b|cosθ gives a scalar; it's zero when vectors are perpendicular.
a·b=|a||b|cosθ
Memory trick: Dot → scalar; zero → perpendicular.
“The cross product points out of the plane, right-hand-rule style.”
a×b is a vector perpendicular to both, with magnitude |a||b|sinθ.
|a×b|=|a||b|sinθ
Memory trick: Cross → vector; zero → parallel.
“Computer graphics rotate and scale every image using matrices.”
A rectangular array of numbers used to store and transform data.
Memory trick: Rows × columns.
“Order matters: rotating then scaling differs from scaling then rotating.”
In general AB ≠ BA for matrices.
Memory trick: AB ≠ BA.