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Free Lessons (3)
Introduction
Get Started with Matrix Algebra
Assignment Operator
Assignment Operations on Matrices
Quiz: Matrix Assignment
Challenge: Matrix Assignment
Addition of Matrices
Matrix Addition
Quiz: Matrix Addition
Challenge: Matrix Addition
Scalar Multiplication of Matrices
Scalar Multiplication
Quiz: Scalar Multiplication
Challenge: Scalar Multiplication
Multiplication of Matrices
Multiplication Operation on Matrices
Quiz: Matrix Multiplication
Challenge: Matrix Multiplication
Transposition of Matrices
Matrix Transposition
Quiz: Matrix Transposition
Challenge: Matrix Transposition
Determinant of a Matrix
Determinant of a Matrix
Quiz: Matrix Determinant
Challenge: Matrix Determinant
Inverse of a Matrix
Matrix Inversion
Quiz: Matrix Inversion
Challenge: Matrix Inversion
System of Linear Equations
System of Linear Equations Solution
Quiz: System of Linear Equations
Challenge: System of Linear Equations
Project
Biostatistics in Medical Study with R
LU Matrix Factorization
LU Matrix Factorization
Quiz: LU Matrix Factorization
Challenge: LU Matrix Factorization
Cholesky Factorization
Cholesky Factorization
Quiz: Cholesky Factorization
Challenge: Cholesky Factorization
QR Matrix Factorization
QR Factorization
Quiz: QR Matrix Factorization
Challenge: QR Matrix Factorization
Eigendecomposition
Eigendecomposition of a Matrix
Quiz: Eigendecomposition
Challenge: Eigendecomposition
Wrapping It Up
Conclusion
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Computing Matrix Algebra with R and Rcpp
Quiz: Cholesky Factorization
Test yourself on Cholesky matrix factorization.
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