# Rene Vidal Unsupervised Learning - JHU BME

Posts from Rene Vidal Unsupervised Learning - JHU BME, via the RSS Amplifier directory.

Page: <https://rssamplifier.com/youtube-com-424>  
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## [Lecture 1 | Syllabus + Introduction + Basics of Linear Algebra (Hopkins)](https://www.youtube.com/watch?v=N8OASKzWMdM)

_2018-02-16 · Johns Hopkins Biomedical Engineering_

## [Lecture 7 PCA with Missing Entries via Convex Optimization (Hopkins)](https://www.youtube.com/watch?v=YVjaVgcd4yk)

_2018-02-16 · Johns Hopkins Biomedical Engineering_

## [Lecture 11 Robust PCA via Alternating Minimization I (Hopkins)](https://www.youtube.com/watch?v=0WFohyfcjjI)

_2018-02-16 · Johns Hopkins Biomedical Engineering_

## [Lecture 3 Statistical View of PCA (Hopkins)](https://www.youtube.com/watch?v=aBJfBy5zBtY)

_2018-02-16 · Johns Hopkins Biomedical Engineering_

## [Lecture 14 Kernel PCA (Hopkins)](https://www.youtube.com/watch?v=jsz0c24ndG4)

_2018-02-16 · Johns Hopkins Biomedical Engineering_

## [Lecture 10 Extensions + PCA with Outliers via Convex Optimization L1 (Hopkins)](https://www.youtube.com/watch?v=7tMqQK8GJOA)

_2018-02-16 · Johns Hopkins Biomedical Engineering_

## [Lecture 15 Locally Linear Embedding LLE (Hopkins)](https://www.youtube.com/watch?v=8f9DFQMQWc0)

_2018-02-16 · Johns Hopkins Biomedical Engineering_

## [Lecture 12 Robust PCA via Alternating Minimization II (Hopkins)](https://www.youtube.com/watch?v=CTWHyutXjx0)

_2018-02-16 · Johns Hopkins Biomedical Engineering_

## [Lecture 13 Nonlinear PCA (Hopkins)](https://www.youtube.com/watch?v=-zTW0ZfQDTI)

_2018-02-16 · Johns Hopkins Biomedical Engineering_

## [Lecture 9 PCA with Outliers via Convex Optimization L21 (Hopkins)](https://www.youtube.com/watch?v=Lm9J1-UGk_M)

_2018-02-16 · Johns Hopkins Biomedical Engineering_

## [Open coordination for humans & AI (Sponsored)](https://crawlproof.com/a/llSNmyU5HRHm)

_2018-02-16 · **Sponsored**_

Shared schemas and CLI tooling to validate, route, and audit human-agent workflows.

## [Lecture 4 Geometric View of PCA (Hopkins)](https://www.youtube.com/watch?v=_QX8G9L7U2c)

_2018-02-16 · Johns Hopkins Biomedical Engineering_

## [Lecture 6 Model Selection for PCA (Hopkins)](https://www.youtube.com/watch?v=shD_wLKHC_g)

_2018-02-16 · Johns Hopkins Biomedical Engineering_

## [Lecture 8 PCA with Corrupted Entries via Convex Optimization (Hopkins)](https://www.youtube.com/watch?v=Kd8aFMgkgto)

_2018-02-16 · Johns Hopkins Biomedical Engineering_

## [Lecture 5 Rank Minimization View of PCA (Hopkins)](https://www.youtube.com/watch?v=NtQNzl3995U)

_2018-02-16 · Johns Hopkins Biomedical Engineering_

## [Lecture 2 Basics of Linear Algebra (Hopkins)](https://www.youtube.com/watch?v=QXSlKO1FzDM)

_2018-02-16 · Johns Hopkins Biomedical Engineering_