Linear Algebra
Lesson 1 of 4 9 min +75 XP

Vectors & Linear Combinations

Building blocks of vector spaces.

What you'll learn

  • Add and scale vectors
  • Define a linear combination
  • Understand span informally
Directions on a treasure map

A treasure map says '3 steps east, 2 steps north.' Each direction is a vector, and combining them — some east, some north — reaches any spot on the map. A linear combination is just mixing basic direction-steps to get anywhere.

Vectors add componentwise

A vector is an ordered list of numbers. You add vectors component by component and scale them by multiplying every component by a scalar.

Span

The span of a set of vectors is every vector you can reach using linear combinations c₁v₁ + c₂v₂ + …

[1,2] + [3,0] = [4,2]
2·[1,2] = [2,4]

Knowledge Check

+20 XP / correct

1. What is [1, 2] + [3, 4]?

2. A linear combination uses which operations?