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27:53
AI, ML & Data Engineering Follow 1112 Followers

AI for Software Testing with Deep Learning: Is It Possible?

Posted by Emerson Bertolo  on  Dec 08, 2018 Posted by Emerson Bertolo Follow 0 Followers  on  Dec 08, 2018

Emerson Bertolo discusses lessons learned when using pre-trained Convolutional Neural Networks (CNN) models, Image Detection APIs and CNN's built from scratch for this purpose.

49:11
AI, ML & Data Engineering Follow 1112 Followers

Rethinking HCI with Neural Interfaces @CTRLlabsCo

Posted by Adam Berenzweig  on  Nov 28, 2018 Posted by Adam Berenzweig Follow 0 Followers  on  Nov 28, 2018

Adam Berenzweig talks about brain-computer interfaces, neuromuscular interfaces, and other biosensing techniques that can eliminate the need for physical controllers.

25:59
Development Follow 783 Followers

Teaching a Machine to Code

Posted by Samir Talwar  on  Sep 22, 2018 3 Posted by Samir Talwar Follow 0 Followers  on  Sep 22, 2018 3

Samir Talwar discusses different techniques, architectures and optimizations tried in the process of teaching a machine to write code using neural networks, simulations and everything in between.

41:29
AI, ML & Data Engineering Follow 1112 Followers

Neural Networks across Space and Time

Posted by Dave Snowdon  on  Jun 29, 2018 Posted by Dave Snowdon Follow 0 Followers  on  Jun 29, 2018

Dave Snowdon starts with a brief introduction to deep neural networks, why they are important and how they work. He covers 2 of the most important deep neural architectures: convolutional & recurrent.

38:37
AI, ML & Data Engineering Follow 1112 Followers

Interpretable Machine Learning Products

Posted by Mike Lee Williams  on  Jun 06, 2018 Posted by Mike Lee Williams Follow 3 Followers  on  Jun 06, 2018

Mike Lee Williams discusses how interpretability can make deep neural networks models easier to understand, and describes LIME, an OS tool that can be used to explore what ML classifiers are doing.

35:56
AI, ML & Data Engineering Follow 1112 Followers

Self-Racing Using Deep Neural Networks: Lap 2

Posted by Jendrik Joerdening  on  May 23, 2018 1 Posted by Jendrik Joerdening Follow 2 Followers , Anthony Navarro Follow 1 Followers  on  May 23, 2018 1

Jendrik Joerdening and Anthony Navarro discuss how a team of Udacity students used neural networks to teach a car to drive by itself around a track in two days.

46:35
AI, ML & Data Engineering Follow 1112 Followers

Primer on Neural Networks

Posted by Chase Aucoin  on  Oct 25, 2017 Posted by Chase Aucoin Follow 0 Followers  on  Oct 25, 2017

Chase Aucoin introduces neural networks with examples and simple breakdowns about the math involved in a way accessible to a large audience.

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