# UCSD COGS 118A - Supervised Machine Learning (Fall 2020)

Posts from UCSD COGS 118A - Supervised Machine Learning (Fall 2020), via the RSS Amplifier directory.

Page: <https://rssamplifier.com/youtube-com-421>  
Feed: <https://rssamplifier.com/youtube-com-421.md>

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## [Lecture 10 COGS118A Artificial Neural Networks](https://www.youtube.com/watch?v=IKfdw2lCYjQ)

_2020-10-26 · Jason Fleischer_

## [Lecture 9 COGS118A Gradient descent](https://www.youtube.com/watch?v=WRnoH7ZnePY)

_2020-10-21 · Jason Fleischer_

## [Lecture 8 COGS118A Error metrics](https://www.youtube.com/watch?v=Zpc2I-J4XWc)

_2020-10-19 · Jason Fleischer_

## [Lecture 6 COGS118A Optimization and convexity](https://www.youtube.com/watch?v=fLQ7HcbFI38)

_2020-10-17 · Jason Fleischer_

## [Lecture 7 COGS118A More regression](https://www.youtube.com/watch?v=IvSTzQhSCvo)

_2020-10-17 · Jason Fleischer_

## [Lecture 5 COGS118A Decision boundaries](https://www.youtube.com/watch?v=et-I7_eLrF4)

_2020-10-13 · Jason Fleischer_

## [Lecture 1 COGS118A Introduction to Machine Learning](https://www.youtube.com/watch?v=GG1I5X-vgvA)

_2020-10-09 · Jason Fleischer_

## [Lecture 4 COGS118A Data splitting](https://www.youtube.com/watch?v=0TQ1bHXXl6c)

_2020-10-09 · Jason Fleischer_

## [Lecture 2c COGS118A Vector calculus](https://www.youtube.com/watch?v=jn_y05a1tCA)

_2020-10-08 · Jason Fleischer_

## [Lecture 3b COGS118A OLS demo](https://www.youtube.com/watch?v=d8c4W-D82_Q)

_2020-10-08 · Jason Fleischer_

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## [Lecture 2b COGS118A Feature representation demo](https://www.youtube.com/watch?v=M_Le2_1nvT0)

_2020-10-08 · Jason Fleischer_

## [Lecture 3a COGS118A OLS linear regression](https://www.youtube.com/watch?v=0BSHkpxlyCQ)

_2020-10-08 · Jason Fleischer_

## [Lecture 0b COVID19 info](https://www.youtube.com/watch?v=Fg3w4peQ-dg)

_2020-10-08 · Jason Fleischer_

## [Lecture 2a COGS118A Linear algebra](https://www.youtube.com/watch?v=a6wYctFAtms)

_2020-10-08 · Jason Fleischer_

## [Lecture 0 - Introduction to your professor](https://www.youtube.com/watch?v=1dAwljDeYr0)

_2020-10-08 · Jason Fleischer_