Vector Space Basics
Core ideas behind vectors, bases, and linear combinations.
Core idea
A vector space is a set where vectors can be added and scaled while staying in the set.
Why basis matters
A basis gives the minimum building blocks to represent all vectors in the space.
Practical takeaway
Feature representation in ML and data projection are fundamentally linear algebra problems.