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@openstem · Joined Jul 2026
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Note~282 words · 1 min
Slicing a circle two ways Central versus inscribed angles So a 90° central angle means every inscribed angle standing on that arc is 45°, wherever on the circle you put its vertex. Move the vertex all you like; the answer doesn't budge. The
Mathematics

Mathematics · L3 · Circles: Arcs, Sectors & Equations

@openstem
Mathematics · L3 · Circles: Arcs, Sectors & Equations
Note~293 words · 1 min
Identify the family first One question sorts nearly every solid: what does its cross-section do? The formula table For cones and pyramids, l is the SLANT height along the surface, not the vertical height h. Where the one-third comes from Sa
Mathematics

Mathematics · L3 · Surface Area & Volume of Solids

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Mathematics · L3 · Surface Area & Volume of Solids
Note~314 words · 2 min
When SOH-CAH-TOA runs out Those ratios need a right angle. Most triangles don't have one. Oblique triangles need two new tools. Law of Sines Every side divided by the sine of its opposite angle gives the same value. Use it when you know two
Mathematics

Mathematics · L3 · Law of Sines & Cosines

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Mathematics · L3 · Law of Sines & Cosines
Note~305 words · 2 min
Two kinds of series, two formulas Arithmetic series The trick behind it: pair the first term with the last, the second with the second-last, and so on. Every pair adds to the same total, and there are n/2 pairs. Worked, a concert hall. Fron
Mathematics

Mathematics · L3 · Arithmetic & Geometric Series

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Mathematics · L3 · Arithmetic & Geometric Series
Note~216 words · 1 min
Counting without listing How many passwords, seating plans, card hands? Break it into steps and multiply. The fundamental counting principle m ways for the first choice, n for the second, so m × n altogether. Extend it to as many steps as y
Mathematics

Mathematics · L3 · Permutations, Combinations & Probability

@openstem
Mathematics · L3 · Permutations, Combinations & Probability
Note~306 words · 2 min
What it is, and what breaks it A rational expression is a fraction with a polynomial on top and a polynomial underneath: (x + 2)/(x − 5). Because a zero denominator is undefined, it comes with restrictions attached. Simplify by factoring, t
Mathematics

Mathematics · L3 · Rational Expressions & Equations

@openstem
Mathematics · L3 · Rational Expressions & Equations
Note~252 words · 1 min
|x| is a distance |x| is how far x sits from 0 on the number line. Distances are never negative, so |x| ≥ 0 always. Equations: two points, two cases Two different points sit distance b from a: one above, one below. So the equation splits. W
Mathematics

Mathematics · L3 · Absolute Value Equations & Inequalities

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Mathematics · L3 · Absolute Value Equations & Inequalities
Note~270 words · 1 min
Distance is Pythagoras in disguise Draw a right triangle between two points: a horizontal leg |x₂ − x₁| and a vertical leg |y₂ − y₁|. The distance you want is the hypotenuse. From A(1, 2) to B(4, 6): d = √(3² + 4²) = √25 = 5. Midpoint is ju
Mathematics

Mathematics · L3 · Coordinate Geometry

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Mathematics · L3 · Coordinate Geometry
Note~321 words · 2 min
The General Transformed Equation Every transformation of a sine or cosine graph can be written using four constants, A, B, C, and D: Each one acts alone. Change B and the amplitude doesn't care. Amplitude and period Slide a and b below on t
Mathematics

Mathematics · L3 · Graphing Trig Functions

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Mathematics · L3 · Graphing Trig Functions
Note~190 words · 1 min
A matrix is a labelled grid Rows and columns of numbers, each number an entry. Dimensions are always rows first, then columns. Two rows, three columns, so that's a 2 × 3 matrix. Adding and subtracting Both matrices must have identical dimen
Mathematics

Mathematics · L3 · Introduction to Matrices

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Mathematics · L3 · Introduction to Matrices
Note~289 words · 1 min
What a rational function is A polynomial over a polynomial. The domain excludes every x that makes the denominator zero, so (x − 1)/(x² − 4) is defined for all reals except x = 2 and x = −2. Vertical asymptote or hole? Factor the top and bo
Mathematics

Mathematics · L3 · Rational Functions & Asymptotes

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Mathematics · L3 · Rational Functions & Asymptotes
Note~240 words · 1 min
Sets and membership A set is a collection of distinct objects, its elements. List them in braces; use ∈ to say something belongs. Set-builder notation describes a set by a rule rather than a list, which is essential once the set is large or
Mathematics

Mathematics · L3 · Sets & Set Operations

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Mathematics · L3 · Sets & Set Operations
Note~292 words · 1 min
Propositions A proposition is a statement with a definite truth value: true or false, never both, never neither. The three connectives NOT (¬) just flips a single proposition's value. Building a truth table The conditional: if p, then q Con
Mathematics

Mathematics · L3 · Logic & Truth Tables

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Mathematics · L3 · Logic & Truth Tables
Note~320 words · 2 min
Vertices, edges, degree A graph has vertices (dots) and edges (lines joining pairs of them). It's the right model whenever the relationships matter more than the things. The degree of a vertex is how many edges touch it. Degree 0 means isol
Mathematics

Mathematics · L3 · Graph Theory Basics

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Mathematics · L3 · Graph Theory Basics
Note~311 words · 2 min
Two ways to define a sequence Fibonacci Base cases F(1) = 1 and F(2) = 1. Then for n > 2, each term is the sum of the two before it. This one needs TWO base cases, because the rule reaches back two steps. Give it only one and the sequence c
Mathematics

Mathematics · L3 · Recursive Sequences & Fibonacci

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Mathematics · L3 · Recursive Sequences & Fibonacci
Note~350 words · 2 min
Mod is the remainder For a whole number a and a positive n, a mod n is what's left over after dividing. It always lands between 0 and n − 1. The clock is the picture A 12-hour clock counts to 12 then wraps back to 1. Adding hours is additio
Mathematics

Mathematics · L3 · Modular Arithmetic

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Mathematics · L3 · Modular Arithmetic
Note~295 words · 1 min
Two things, not infinitely many Induction proves P(n) for every natural number without checking each one. It does this by proving two much smaller statements. The base case starts the chain; the inductive step passes truth along it, one lin
Mathematics

Mathematics · L3 · Mathematical Induction

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Mathematics · L3 · Mathematical Induction
Note~338 words · 2 min
Big-O measures shape, not seconds It answers one question: as the input n grows, how does the work grow? Five growth rates worth memorising Logarithmic growth is the good kind O(log n) is the flattest useful curve there is. Watch it below:
Mathematics

Mathematics · L3 · Algorithms & Big-O Basics

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Mathematics · L3 · Algorithms & Big-O Basics
Note~239 words · 1 min
Magnitude AND direction A vector carries both a size and a direction. A scalar carries only size. Speed is a scalar: 60 km/h. Velocity is a vector: 60 km/h north. Draw them as arrows. The length is the magnitude, the way it points is the di
Mathematics

Mathematics · L3 · Introduction to Vectors

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Mathematics · L3 · Introduction to Vectors
Note~276 words · 1 min
Different rules on different stretches A piecewise function uses one rule here and a different rule there. To evaluate it, first find which interval your x lives in, then apply only that piece. The floor function is a staircase The greatest
Mathematics

Mathematics · L3 · Piecewise Functions & Step Functions

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Mathematics · L3 · Piecewise Functions & Step Functions
Note~358 words · 2 min
Three routes to the same destination Most theorems say "if P then Q". There's more than one valid way to get there, and the right choice can turn a painful proof into a three-line one. Direct proof Prove: if n is even, then n² is even. Assu
Mathematics

Mathematics · L3 · Proof Techniques: Direct, Contrapositive & Contradiction

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Mathematics · L3 · Proof Techniques: Direct, Contrapositive & Contradiction
Note~267 words · 1 min
The greatest common divisor GCD(a, b) is the largest whole number dividing evenly into both. You could list every factor of each and pick the biggest shared one, but for large numbers that's slow. The Euclidean algorithm never factors anyth
Mathematics

Mathematics · L3 · Number Theory: GCD, LCM & the Euclidean Algorithm

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Mathematics · L3 · Number Theory: GCD, LCM & the Euclidean Algorithm
Note~387 words · 2 min
Distance and angle instead of across and up Cartesian coordinates locate a point by how far across and how far up. Polar coordinates use how far out and which way round. Read (r, θ) as: turn through θ, then go out a distance r. It's the nat
Mathematics

Mathematics · L3 · Polar Coordinates & Graphing

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Mathematics · L3 · Polar Coordinates & Graphing
Note~298 words · 1 min
Why you need new formulas The Pythagorean identity relates sin and cos of the SAME angle. It says nothing about sin(45° + 30°). The sum and difference formulas The cosine sign flip is the detail most people misremember. Sine keeps your sign
Mathematics

Mathematics · L3 · Sum, Difference & Double-Angle Identities

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Mathematics · L3 · Sum, Difference & Double-Angle Identities
Note~347 words · 2 min
Population versus sample All of statistical inference is one move: use what the sample tells you to say something responsible about the population you couldn't measure. Why not just ask everyone? Random versus biased In a random sample ever
Mathematics

Mathematics · L3 · Sampling & Statistical Inference Basics

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Mathematics · L3 · Sampling & Statistical Inference Basics
Note~342 words · 2 min
Adding and subtracting A complex number is a + bi: a real part and an imaginary part. Combine real with real, imaginary with imaginary, and never mix the two. Multiplying Expand like two binomials, then apply the one rule that makes complex
Mathematics

Mathematics · L3 · Complex Number Operations

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Mathematics · L3 · Complex Number Operations
Note~350 words · 2 min
Bring in a clock Usually a curve is y in terms of x. Parametric form writes BOTH coordinates in terms of a third variable, the parameter t. As t changes, the point (x(t), y(t)) moves and traces a path. Tracing a curve Take x = t and y = t².
Mathematics

Mathematics · L3 · Parametric Equations & Motion

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Mathematics · L3 · Parametric Equations & Motion
Note~315 words · 2 min
Belief updating, written as arithmetic Bayes' theorem tells you how to revise a probability once evidence arrives. It's one equation. The denominator is just the law of total probability, summing both branches of the tree: The medical test,
Mathematics

Mathematics · L4 · Bayesian reasoning and Bayes' theorem

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Mathematics · L4 · Bayesian reasoning and Bayes' theorem
Note~448 words · 2 min
Making "approaches" mean something "f(x) gets close to L as x gets close to a" is a sentence, not a definition. Cauchy and Weierstrass turned it into one. Read it as a game Note the strict 0 < |x − a|. The value f(a) is irrelevant, and may
Mathematics

Mathematics · L4 · ε–δ definition of a limit

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Mathematics · L4 · ε–δ definition of a limit
Note~380 words · 2 min
The vectors a matrix doesn't turn Most vectors get rotated and stretched by a matrix. A few only get stretched. Those are the eigenvectors, and the stretch factor is the eigenvalue. Finding them For a 2×2 matrix the characteristic polynomia
Mathematics

Mathematics · L4 · Eigenvalues and eigenvectors

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Mathematics · L4 · Eigenvalues and eigenvectors

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