Singular Value Decomposition (SVG), Inverse of Matrix

characteristic polynomial

matrix rank, eigenvalue, eigenvector

Hard coded determinant

Lower-Upper Decomposition, Matrix Factorization

matlib library, row reduction, solving linear equation

dot product, length of vectors, angle between vectors, solving linear equation by elimination

Create a database in SQL and store it Load the SQL database in R Visual Analysis of the data

Subsetting rows and columns of a categorical database using dplyr package. Data visualization of the subset data.

Using R and LaTex to solve and publish statistics problems of normal distribution, binomial distribution, standard error of mean, pearson correlation coefficient, pearson correlation coefficient - standard error, confidence interval, t distribution, and margin of error.

Using R and LaTex to solve and publish statistics problems of sample space, factorial, combinations, permutations, binomial distribution, normal distribution, poisson distribution, and hypergeometric distribution.

Using R and LaTex to solve and publish math problems of function / limit, derivative, integral, exponential growth / decay, local extremas, sum of geometric sequences and taylor approximation.

Hotel Reservations Project