Applied Math
Finance, physics, CS, engineering, biology applications
Subfields
Financial Mathematics
Compound interest, moving averages, Bollinger, Ichimoku, Fibonacci, Black-Scholes
Mathematics of Music
Frequency ratios, 12-tone equal temperament, rhythm, harmony
Mathematical Physics
Kinematics, waves, electromagnetism, quantum mechanics, relativity
CS Mathematics
Big-O, cryptography, computer graphics, machine learning, compression
Engineering Mathematics
Structural mechanics, signal processing, control theory
Bio/Medical Mathematics
Growth models, epidemiology, medical statistics, genetics
Mathematical Economics
Supply and demand, game theory, optimization, equilibrium theory
Art & Architecture Mathematics
Golden ratio, perspective, tessellation, symmetry
Natural Sciences Mathematics
Astronomy, meteorology, geology, oceanography
Everyday Mathematics
Cooking, shopping, sports, games
Concepts
Fourier Series
★★★★☆Fourier series represents periodic functions as infinite sums of sines and cosines. Any periodic function can be decomposed into oscillatory components.
Differential Equations
★★★☆☆A differential equation relates an unknown function to its derivatives. It's a fundamental tool for modeling physical phenomena.
Complex Analysis Basics
★★★★☆Complex analysis studies calculus of complex-valued functions. Analytic functions are differentiable and have beautiful properties.
Game Theory
★★★☆☆Game theory mathematically analyzes strategic interactions. It predicts outcomes when players act rationally.
Mathematics of Cryptography
★★★★☆Cryptography uses mathematical techniques for secure communication. It's based on number theory, algebra, and complexity theory.
Laplace Transform
★★★★☆Transforms time-domain functions to frequency domain, converting differential equations to algebraic equations.
Gradient Descent
★★★☆☆An optimization algorithm that iteratively moves in the opposite direction of the gradient to find the minimum.
Newton-Raphson Method
★★★☆☆A numerical method to iteratively approximate roots of equations using tangent lines.
Linear Programming
★★★★☆A mathematical method to optimize a linear objective function subject to linear constraints.