O'Reilly logo

Data Science Fundamentals for Python and MongoDB by David Paper

Stay ahead with the world's most comprehensive technology and business learning platform.

With Safari, you learn the way you learn best. Get unlimited access to videos, live online training, learning paths, books, tutorials, and more.

Start Free Trial

No credit card required

© David Paper 2018
David PaperData Science Fundamentals for Python and MongoDBhttps://doi.org/10.1007/978-1-4842-3597-3_3

3. Linear Algebra

David Paper1 
(1)
Apt 3, Logan, Utah, USA
 

Linear algebra is a branch of mathematics concerning vector spaces and linear mappings between such spaces. Simply, it explores linelike relationships. Practically every area of modern science approximates modeling equations with linear algebra. In particular, data science relies on linear algebra for machine learning, mathematical modeling, and dimensional distribution problem solving.

Vector Spaces

A vector space is a collection of vectors. A vector is any quantity with magnitude and direction that determines the position of one point in space relative to another. Magnitude ...

With Safari, you learn the way you learn best. Get unlimited access to videos, live online training, learning paths, books, interactive tutorials, and more.

Start Free Trial

No credit card required