Computing Matrix Algebra with R and Rcpp

Computing Matrix Algebra with R and Rcpp


38 Lessons


Certificate of Completion

AI Explanations
AI Explanations
Computing Matrix Algebra with R and Rcpp
61 Playgrounds
12 Quizzes
9 Illustrations

Takeaway Skills

An understanding of introductory matrix algebra

Working knowledge of coding matrix algebra operations in R

Ability to implement simple matrix algebra algorithm in Rcpp

Hands on experience of using RcppArmadillo and RcppEigen in R

Course Overview

Matrix algebra is the foundation for machine learning, signal processing, image processing, and many other popular algorithms. It is very important that aspiring computer scientists get a solid understanding of the subject, and there’s no better way to achieve this than coding matrix algebra operations. The course aims to teach you how to code matrix algebra operations in R, and with main C++ matrix algebra libraries: RcppArmadillo and RcppEigen. Moreover, to clarify the matrix algebra operations, a simpl...Show More


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