Grade 12
Differential Calculus, Integral Calculus, Advanced Finance, Counting Principles, Statistics.
Derivative from First Principles
The formal definition of the derivative — rate of change at a point.
When specifically asked to use "first principles" in a calculus question.
f(x)=x²: f'(x) = lim(2x+h) = 2x as h→0
Power Rule (Differentiation)
Differentiates a power function — bring down the exponent, reduce it by 1.
Differentiating any polynomial or term of the form axⁿ.
f(x) = 5x³ → f'(x) = 15x²
Product Rule
Differentiates the product of two functions.
When you need to differentiate two expressions multiplied together.
h(x) = x²·sin x → h'(x) = 2x·sin x + x²·cos x
Chain Rule
Differentiates a composite function (function inside a function).
When you see a function applied to another function, e.g. (3x+1)⁵.
h(x) = (2x+1)³ → h'(x) = 3(2x+1)²×2 = 6(2x+1)²
Anti-differentiation (Power Rule)
Reverses differentiation — increases the power by 1 and divides.
Finding the integral of any power of x.
∫3x² dx = x³ + C
Definite Integral
Finds the signed area under a curve between x = a and x = b.
Area under a curve, displacement from velocity, net change problems.
∫₀² x² dx = [x³/3]₀² = 8/3 − 0 = 8/3
Infinite Geometric Series
Sum of an infinite geometric series — only converges when |r| < 1.
Any infinite geometric series problem where the series converges.
1 + 1/2 + 1/4 + … → S∞ = 1/(1 − 0.5) = 2
Sigma Notation
Standard closed-form formulas for common sigma summations.
Evaluating sigma notation expressions without adding each term individually.
Σₖ₌₁¹⁰⁰ k = 100×101/2 = 5050
Future Value Annuity
Total value of regular payments (e.g. monthly savings) at the end of the period.
Retirement fund, savings plan — equal regular payments, finding the final lump sum.
R1000/month at 8% p.a. (0.667%/month) for 60 months: FV ≈ R73 476
Present Value Annuity
Lump sum today that is equivalent to a series of future equal payments.
Home loan, car loan — finding the loan amount given monthly payments.
R8000/month at 9% p.a. for 20 years: PV ≈ R900 000 loan
Factorial
The product of all positive integers up to n.
Counting arrangements, permutations, combinations.
5! = 5×4×3×2×1 = 120
Permutations
Number of ordered arrangements of r objects chosen from n distinct objects.
Counting arrangements where order matters.
Arranging 3 from 5 books: ⁵P₃ = 60
Combinations
Number of ways to choose r objects from n where order does not matter.
Choosing team members, lotto numbers — when order is irrelevant.
Choosing 3 from 5: ⁵C₃ = 10
Pearson Correlation Coefficient
Measures the strength and direction of a linear relationship between two variables.
Scatter plot analysis, bivariate data, regression problems.
r close to +1: strong positive correlation; r close to −1: strong negative
Least Squares Regression Line
The line of best fit that minimises the sum of squared residuals.
Predicting a y-value from an x-value using bivariate data.
Use ŷ = 2.3 + 1.4x to predict sales (ŷ) from advertising spend (x)