Search for tag: "algebra (mathematics)"
DSPA Chapter 21 Function OptimizationChapter 21 covers (1) constrained and unconstrained optimization, (2) Lagrange multipliers, (3) linear, quadratic and (general) nonlinear programming, and (4) data denoising.
From Tina Chang
0 likes
29 plays
0


DSPA Chapter 4 Linear Algebra and Matrix ComputingDSPA Chapter 4 Linear Algebra and Matrix Computing Linear algebra is a branch of mathematics that studies linear associations using vectors, vectorspaces, linear equations, linear…
From Tina Chang
0 likes
112 plays
0


DSPA Chapter 5 Dimensionality ReductionDSPA Chapter 5 Dimensionality Reduction Dimensionality reduction techniques enable exploratory data analyses by reducing the complexity of the dataset, still approximately preserving important…
From Tina Chang
0 likes
114 plays
0


DSPA Chapter 10: SVM ClassificationDSPA Chapter 10 SVM Classification In this chapter, we are going to cover two very powerful machinelearning algorithms. These techniques have complex mathematical formulations, however,…
From Tina Chang
0 likes
59 plays
0


DSPA Chapter 3 Data VisualizationDSPA Chapter 3 Data Visualization In this chapter, we use a broad range of simulations and handson activities to highlight some of the basic data visualization techniques using R. A brief…
From Tina Chang
0 likes
236 plays
0


DSPA Chapter 9: Regression ClassificationDSPA Chapter 9: Regression Classification In previous chapters (6, 7, and 8), we covered some classification methods that use mathematical formalism to address everyday life prediction problems.…
From Tina Chang
0 likes
91 plays
0
