# reduction (video feeds) — RSS Amplifier

Recent posts from the 2 feeds in the RSS Amplifier directory that cover reduction.

Page: <https://rssamplifier.com/topics/reduction/videos>  
Feed: <https://rssamplifier.com/topics/reduction/videos.md>

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## [17.10.2024: Nonlinear Dimension Reduction – Connection to StatisticalMechanics (Part 1)](https://www.youtube.com/watch?v=z1XgBHGVQhs)

_2025-06-27 · UniHeidelberg · Machine Learning and Physics_

## [17.10.2024: Nonlinear Dimension Reduction – Connection to Statistical Mechanics (Part 2)](https://www.youtube.com/watch?v=yDveStzXs1o)

_2025-06-27 · UniHeidelberg · Machine Learning and Physics_

## [07.11.2024: Discriminative & Generative Methods: QDA, CART (Part 2)](https://www.youtube.com/watch?v=t-w8h6Fu9WE)

_2025-06-27 · UniHeidelberg · Machine Learning and Physics_

## [15.10.2024: Course Intro to ML and Physics](https://www.youtube.com/watch?v=HzHfbvgHFAI)

_2025-06-27 · UniHeidelberg · Machine Learning and Physics_

## [15.10.2024: Linear Dimension Reduction – Principal Component Analysis](https://www.youtube.com/watch?v=Rw4SkHNW89c)

_2025-06-27 · UniHeidelberg · Machine Learning and Physics_

## [22.10.2024: Nonparametric Density Estimation](https://www.youtube.com/watch?v=klmrdikBM5k)

_2025-06-27 · UniHeidelberg · Machine Learning and Physics_

## [22.10.2024: Cluster Analysis / Mean Shift](https://www.youtube.com/watch?v=LoVocf35qHQ)

_2025-06-27 · UniHeidelberg · Machine Learning and Physics_

## [31.10.2024: Cross-Validation, Double Descent (Part 1)](https://www.youtube.com/watch?v=ZXwsX13eUCw)

_2025-06-27 · UniHeidelberg · Machine Learning and Physics_

## [31.10.2024: Cross-Validation, Double Descent (Part 2)](https://www.youtube.com/watch?v=WJR5zx8uBgQ)

_2025-06-27 · UniHeidelberg · Machine Learning and Physics_

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_2025-06-27 · **Sponsored**_

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## [05.11.2024: Statistical Decision Theory (Part 1)](https://www.youtube.com/watch?v=nBZbVmZSL9A)

_2025-06-27 · UniHeidelberg · Machine Learning and Physics_