Singular Value Decomposition (SVG), Inverse of Matrix
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