-
The bisection method to solve 1d nonlinear equation
Bisection Method - fixed typo
From Mariana Silva
2,605 plays 0 -
Using the same dataset from the MP (cancer data) to perform PCA
PCA: Tumor dataset example
From Mariana Silva
3,029 plays 0 -
-
Sync lecture from Spring 2020 solving an IPython notebook
SVD - IPython Notebook
From Mariana Silva
84 plays 0 -
Using SVD to solve linear system of equations
SVD - Linear System Equations
From Mariana Silva
1,518 plays 0 -
Low rank approximation and application to image compression
SVD - Image Compression
From Mariana Silva
2,294 plays 0 -
Understanding condition number from SVD
SVD - Condition Number
From Mariana Silva
1,480 plays 0 -
-
How we compute the pseudo-inverse of a matrix given the SVD
SVD - Pseudo-Inverse
From Mariana Silva
2,292 plays 0 -
How we can get the rank of a matrix given the SVD
SVD - Matrix Rank
From Mariana Silva
2,000 plays 0 -
Sync lecture from Spring 2020
Linear Least Squares: solving IPython notebook
From Mariana Silva
105 plays 0 -
Another way to compute the residual.
Linear Least Squares: example
From Mariana Silva
2,244 plays 0 -
Summary of LLS with SVD and a cost analysis
Linear Least Squares + SVD: 2-Cost
From Mariana Silva
2,159 plays 0 -
Solving the linear least-squares problem using the SVD.
Linear Least Squares + SVD: 1-Intro
From Mariana Silva
3,257 plays 0 -
What is the overall cost of SVD?
SVD - 5: Computational cost
From Mariana Silva
1,647 plays 0 -
What do you know about the singular values?
SVD - 4: Singular values
From Mariana Silva
1,908 plays 0 -
How we can obtain the SVD from the solution of an eigenvalue problem
SVD - 3: Solution from Eigenpairs
From Mariana Silva
2,570 plays 0 -
How can we write an SVD for over and under-determined systems?
SVD - 2: Reduced form
From Mariana Silva
2,326 plays 0 -
Singular Value Decomposition (SVD) - 1: Intro 19 of 30
Singular Value Decomposition (SVD) - 1: Intro
What is a singular value decomposition?Singular Value Decomposition (SVD) - 1: Intro
From Mariana Silva
2,485 plays 0 -
What is the computational cost of solving the least squares problem using the normal equations?
Linear Least Squares - 7: Computational Cost
From Mariana Silva
1,769 plays 0 -
Fitting data using quadratic curve
Linear Least Squares - 6: Quadratic
From Mariana Silva
2,070 plays 0 -
How you can find the coefficient to fit points using a straight line
Linear Least Squares - 5: Example
From Mariana Silva
1,890 plays 0 -
Another way to understand (and derive) the solution of a LLS problem
Linear Least Squares - 4: Graphical Interpretation
From Mariana Silva
2,035 plays 0 -
When is the solution is unique and how do we know it is a solution?
Linear Least Squares - 3: Uniqueness
From Mariana Silva
2,455 plays 0 -
How can we solve a linear LS problem using Normal Equations
Linear Least Squares - 2: Normal Equations
From Mariana Silva
3,294 plays 0 -
Introduction to Linear Least Squares
Linear Least Squares - 1: Intro
From Mariana Silva
3,103 plays 0 -
Interesting examples from an external website 27 of 30
Interesting examples from an external website
Interactive tutorialInteresting examples from an external website
From Mariana Silva
111 plays 0 -
Sync lecture (Spring 2020) going over the IPython notebook to show the ND Methods to solve unconstrained optimization problems
IPython notebook for ND optimization
From Mariana Silva
156 plays 0 -
Sync lecture (Spring 2020) going over the IPython notebook to show the 1D Methods to solve unconstrained optimization problems
IPython notebook for 1D optimization
From Mariana Silva
94 plays 0 -
Maximizing the area of a rectangle subject to a perimeter constraint.
Constrained Optimization problem
From Mariana Silva
87 plays 0
Search for ""