Probability and Statistics: Making Sense of Randomness
What probability means, how the bell curve works, what z-scores and confidence intervals actually tell you, and why sample size matters.
How much paint do you need for a wall? How many cubic yards of concrete for a patio? How tall is a tree you cannot reach? Geometry answers all of these questions with a handful of formulas that have remained unchanged for over two thousand years.
Area is the amount of space inside a two-dimensional boundary, measured in square units. The rectangle formula — A = length × width — is the foundation. Every other area formula is derived from it.
| Shape | Formula | Notes |
|---|---|---|
| Rectangle | l × w | Base case |
| Triangle | (b × h) / 2 | Half a rectangle |
| Circle | π × r² | r = radius |
| Trapezoid | (a + b) × h / 2 | a, b = parallel sides |
| Ellipse | π × a × b | a, b = semi-axes |
| Parallelogram | b × h | h = perpendicular height |
Volume extends area into three dimensions. Just as area measures square units, volume measures cubic units. The key insight: most volume formulas are the corresponding area formula multiplied by height (or scaled by a constant).
| Solid | Formula | Notes |
|---|---|---|
| Cube | s³ | s = side length |
| Rectangular prism | l × w × h | The classic box |
| Cylinder | π × r² × h | Circle area × height |
| Sphere | (4/3) × π × r³ | Derived by Archimedes |
| Cone | (1/3) × π × r² × h | 1/3 of a cylinder |
For any right triangle: a² + b² = c², where c is the hypotenuse (the side opposite the right angle). This single equation underpins navigation, construction, computer graphics, and even how your phone calculates the distance between two GPS points.
Right triangle with legs 3 and 4:
c² = 3² + 4² = 9 + 16 = 25
c = 5
Common Pythagorean triples:
(3, 4, 5) (5, 12, 13) (8, 15, 17)
(7, 24, 25) (20, 21, 29) (9, 40, 41)Not every triangle has a 90-degree angle. For any triangle, two powerful laws let you solve for unknown sides and angles:
a / sin(A) = b / sin(B) = c / sin(C). Use it when you know an angle and its opposite side, plus one other piece. It is especially useful for “skinny” triangles where no right angle exists.
c² = a² + b² − 2ab × cos(C). This generalises the Pythagorean theorem — when C = 90°, the cosine term vanishes and you get a² + b² = c² back. Use it when you know two sides and the included angle, or all three sides.
Slope measures the steepness of a line: m = (y₂ − y₁) / (x₂ − x₁). A slope of 2 means the line rises 2 units for every 1 unit it moves right. Zero slope is horizontal, and undefined slope is vertical.
Once you have the slope and a point, the line equation follows: y − y₁ = m(x − x₁). This point-slope form converts to the familiar y = mx + b with simple algebra.
Geometry is the art of correct reasoning from incorrectly drawn figures. The formulas are exact even when the real world is messy — that is their power.
What probability means, how the bell curve works, what z-scores and confidence intervals actually tell you, and why sample size matters.
How fractions work, why prime factorisation matters, the GCF and LCM connection, ratios, proportions, and percentages as fractions of 100.
Why we need scientific notation, how engineering notation aligns with metric prefixes, logarithms, the quadratic formula, and number bases.