Linear Algebra

Linear Algebra documentaion and resource details

Prerequisites

• This is not mandatory but we will use Jupyter Notebooks for collaboration

  • Install python 3.6 from Anaconda and
  • Follow Installation Guide Link to install same.

• Go through the Github tutorial for Git Basics.

Python notebooks

Python notebooks on Linear Algebra are available in python_notebooks folder.

Resources

There are many more resourses, a few listed below

Online Courses

• An YouTube playlist from 3Blue1Brown explaining Linear Algebra. Playlist link.

• MIT Opencourseware from Prof. Gilbert Strang. Course link

• Linear Algebra course from Khan Academy. Course link

• Coursera - Mathematics for Machine Learning, this is not just specific to Linear Algebra, rather this talks about all the Mathematical concepts needed for Machine Learning.

PDF books

• Linear Algebra Review and Reference, by "Zico Kolter (updated by Chuong Do)", PDF link