Fortgeschrittene

Approx. 4 months

Assumes 6hrs/wk (work at your own pace)

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Course Summary

This mini-course is intended for students who would like a refresher on the basics of linear algebra. The course attempts to provide the motivation for "why" linear algebra is important in addition to "what" linear algebra is.

Students will learn concepts in linear algebra by applying them in computer programs. At the end of the course, you will have coded your own personal library of linear algebra functions that you can use to solve real-world problems.

Why Take This Course?

You should take this course if:

  • You want a refresher on the basics of linear algebra or want to learn them for the first time
  • You want to see how linear algebra can be applied to real-world problems.
  • You want to learn linear algebra in the context of programming.

Prerequisites and Requirements

The course has no formal prerequisites except experience with some programming language. A familiarity with high-school algebra and trigonometry will also be useful.

See the Technology Requirements for using Udacity.

Syllabus

Lesson 1: Vectors

You will begin by learning about the basic operations on vectors (one of the fundamental objects of study in linear algebra). You will code a library of functions to perform operations on vectors that you will use in later lessons.

Lesson 2: Intersections

You will learn the geometric and algebraic interpretation of intersections of "flat" objects such as lines and planes and how they are used to solve real-world problems. You will also write your own algorithm to find the intersections of sets of lines and planes.

Instructors & Partners

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Chris Pryby

Chris Pryby is a Course Developer for the Georgia Tech Online Master's Degree program and is passionate about working to build the future of online education. He has bachelor's degrees from UGA in mathematics and computer science and a doctorate in mathematics from Georgia Tech. Chris has also been active in martial arts since 2011, and he holds a first-degree black belt in hapkido.