CS 357 - Sp 20

CS 357 - Sp 20

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Collection of asynchronous and synchronous lectures

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Lecture25-April28-PCA

duration 1 hour 20 minutes

Lecture25-April28-PCA

Lecture25-April28-PCA

From Mariana Silva

41 plays 0
Synchronous lecture on PCA (this topic will not be included in the final exam)
Lecture24-April23-LeastSquares

duration 1 hour 20 minutes

Lecture24-April23-LeastSquares

Lecture24-April23-LeastSquares

From Mariana Silva

167 plays 0
Synchronous lecture with linear least squares examples
LinearLeastSquares-Part2

duration 28 minutes 34 seconds

LinearLeastSquares-Part2

LinearLeastSquares-Part2

From Mariana Silva

285 plays 0
Linear Least Squares - solution using SVD
LinearLeastSquares-Part1

duration 46 minutes 27 seconds

LinearLeastSquares-Part1

LinearLeastSquares-Part1

From Mariana Silva

244 plays 0
Linear Least Squares - solution using Normal Equations
Lecture22-April16-SVD

duration 1 hour 6 minutes

Lecture22-April16-SVD

Lecture22-April16-SVD

From Mariana Silva

112 plays 0
Synchronous lecture about SVD (this was recorded after the class, since I forgot to start the recording during the actual class)
SVD-Applications

duration 38 minutes 11 seconds

SVD-Applications

SVD-Applications

From Mariana Silva

207 plays 0
Applications of SVD
SVD-Intro

duration 35 minutes 53 seconds

SVD-Intro

SVD-Intro

From Mariana Silva

204 plays 0
Introduction to SVD
Announcements

duration 24 minutes 3 seconds

Announcements

Announcements

From Mariana Silva

41 plays 0
Conversation about pass/fail grades and quiz 4
Lecture20-April9-Optimization

duration 1 hour 16 minutes

Lecture20-April9-Optimization

Lecture20-April9-Optimization

From Mariana Silva

218 plays 0
Synchronous lecture about optimization
Optimization-Part3

duration 22 minutes 39 seconds

Optimization-Part3

Optimization-Part3

From Mariana Silva

263 plays 0
Optimization methods for ND unconstrained problems
Optimization-Part2

duration 33 minutes 15 seconds

Optimization-Part2

Optimization-Part2

From Mariana Silva

286 plays 0
Optimization methods for 1D unconstrained problems
Optimization-Part1

duration 41 minutes 11 seconds

Optimization-Part1

Optimization-Part1

From Mariana Silva

255 plays 0
Introduction to Optimization
Lecture18-April2-NonlinearEquations-Part2.mp4

duration 1 hour 3 minutes

Lecture18-April2-NonlinearEquations-Part2.mp4

Lecture18-April2-NonlinearEquations-Part2.mp4

From Mariana Silva

112 plays 0
Synchronous lecture - nonlinear equations - Part 2
Lecture18-April2-NonlinearEquations-Part1

duration 11 minutes 39 seconds

Lecture18-April2-NonlinearEquations-Part1

Lecture18-April2-NonlinearEquations-Part1

From Mariana Silva

122 plays 0
Synchronous lecture - nonlinear equations - Part 1
Nonlinear-Solve-1D

duration 46 minutes 46 seconds

Nonlinear-Solve-1D

Nonlinear-Solve-1D

From Mariana Silva

262 plays 0
Introduction to finding root methods for nonlinear functions A couple of typos were found in the video: 1) The midpoint should be defined as m = (b+a)/2 - 6min 2) The…
Nonlinear-Solve-ND

duration 34 minutes 52 seconds

Nonlinear-Solve-ND

Nonlinear-Solve-ND

From Mariana Silva

216 plays 0
Introduction to Newton Method to solve nonlinear system of equations
Lecture15-March24-Eigenvalues-L2

duration 1 hour 1 minute

Lecture15-March24-Eigenvalues-L2

Lecture15-March24-Eigenvalues-L2

From Mariana Silva

131 plays 0
Synchronous lecture (3:30pm): Welcome back, new policies, and eigenvalue examples
Lecture15-March24-Eigenvalues-L1

duration 32 minutes 0 seconds

Lecture15-March24-Eigenvalues-L1

Lecture15-March24-Eigenvalues-L1

From Mariana Silva

86 plays 0
Synchronous lecture (2pm): Welcome back, new policies, and eigenvalue examples
Eigenvalue-part2-B

duration 25 minutes 19 seconds

Eigenvalue-part2-B

Eigenvalue-part2-B

From Mariana Silva

176 plays 0
Asynchronous lecture: eigenvalue part 4
Eigenvalue-part2-A

duration 26 minutes 2 seconds

Eigenvalue-part2-A

Eigenvalue-part2-A

From Mariana Silva

202 plays 0
Asynchronous lecture: eigenvalue part 3
Eigenvalue-part1-B

duration 18 minutes 53 seconds

Eigenvalue-part1-B

Eigenvalue-part1-B

From Mariana Silva

158 plays 0
Asynchronous lecture: eigenvalue part 2
Eigenvalue-part1-A

duration 14 minutes 43 seconds

Eigenvalue-part1-A

Eigenvalue-part1-A

From Mariana Silva

173 plays 0
Asynchronous lecture: eigenvalue part 1
Lecture16-March26-Markov

duration 1 hour 16 minutes

Lecture16-March26-Markov

Lecture16-March26-Markov

From Mariana Silva

282 plays 0
Synchronous lecture on March 26 about Markov chains

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