# CSCE585: Machine Learning Systems

Posts from CSCE585: Machine Learning Systems, via the RSS Amplifier directory.

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## [A Demo of ATHENA for CSCE 585 (Framework Overview)](https://www.youtube.com/watch?v=LbFIkdhTGyw)

_2020-10-20 · Pooyan Jamshidi_

## [Lecture 7.1 - Convolutional Neural Networks](https://www.youtube.com/watch?v=IQlBW8Pcdb8)

_2020-10-15 · Pooyan Jamshidi_

## [Lecture 6.3 - Machine Learning System Stack](https://www.youtube.com/watch?v=6mpoP03SvcY)

_2020-10-13 · Pooyan Jamshidi_

## [Lecture 6.2 - Machine Learning System Stack](https://www.youtube.com/watch?v=Vy1IbflapF4)

_2020-10-08 · Pooyan Jamshidi_

## [Lecture 6.1 - Machine Learning System Stack](https://www.youtube.com/watch?v=nr3vZTZ0Sxc)

_2020-10-06 · Pooyan Jamshidi_

## [A Demo of Athena for CSCE 585 (Course Project Overview)](https://www.youtube.com/watch?v=wcHXAjKDOUE)

_2020-10-01 · Pooyan Jamshidi_

## [Athena: Ensembles of Many Diverse Weak Defenses can be Strong](https://www.youtube.com/watch?v=kVTW-2_Cf4Q)

_2020-09-29 · Pooyan Jamshidi_

## [Lecture 5.1 - Learning: Naïve Bayes](https://www.youtube.com/watch?v=o4wNBye0k3k)

_2020-09-24 · Pooyan Jamshidi_

## [Lecture 4.2 - Optimization and Neural Networks](https://www.youtube.com/watch?v=L2x-aldSUoM)

_2020-09-22 · Pooyan Jamshidi_

## [Lecture 4.1 - Optimization and Neural Networks](https://www.youtube.com/watch?v=jMy83I7tmg4)

_2020-09-17 · Pooyan Jamshidi_

## [Get started with Turso (Sponsored)](https://crawlproof.com/a/46YJSv8u2DuY)

_2020-09-17 · **Sponsored**_

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## [Lecture 3.2 - Perceptrons and Logistic Regression](https://www.youtube.com/watch?v=IbCrYugcdkM)

_2020-09-15 · Pooyan Jamshidi_

## [Lecture 2.3: Designing Computer Systems for Machine Learning](https://www.youtube.com/watch?v=fZLRKhOw3XU)

_2020-09-14 · Pooyan Jamshidi_

## [Lecture 2.2: Designing Computer Systems for Machine Learning](https://www.youtube.com/watch?v=LKeUo-sihxg)

_2020-09-14 · Pooyan Jamshidi_

## [Lecture 2.1: Designing Computer Systems for Machine Learning](https://www.youtube.com/watch?v=xwO8ujEfLHU)

_2020-09-14 · Pooyan Jamshidi_

## [Lecture 3.1 - Perceptrons and Logistic Regression](https://www.youtube.com/watch?v=neVGoHRlzXs)

_2020-09-14 · Pooyan Jamshidi_