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27:53
AI, ML & Data Engineering Follow 1119 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 1119 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.

41:57
AI, ML & Data Engineering Follow 1119 Followers

Using Data Effectively: beyond Art and Science

Posted by Hilary Parker  on  Nov 28, 2018 1 Posted by Hilary Parker Follow 0 Followers  on  Nov 28, 2018 1

Hilary Parker talks about approaches and techniques to collect the most useful data, analyze it in a scientific way, and use it most effectively to drive actions and decisions.

34:58
AI, ML & Data Engineering Follow 1119 Followers

Building the Enchanted Land

Posted by Grady Booch  on  Nov 28, 2018 2 Posted by Grady Booch Follow 1 Followers  on  Nov 28, 2018 2

Grady Booch examines what AI is and what it is not, as well as how it came to be and where it's headed. Along the way, he examines some best practices for engineering AI systems.

21:53
AI, ML & Data Engineering Follow 1119 Followers

What Computers Can Teach Us about Humans: Machine Learning in Marketing

Posted by Melinda Han Williams  on  Nov 23, 2018 Posted by Melinda Han Williams Follow 1 Followers  on  Nov 23, 2018

Melinda Han Williams discusses using machine learning in marketing.

38:19
AI, ML & Data Engineering Follow 1119 Followers

Big Data and Deep Learning: A Tale of Two Systems

Posted by Zhenxiao Luo  on  Nov 15, 2018 Posted by Zhenxiao Luo Follow 1 Followers  on  Nov 15, 2018

Zhenxiao Luo explains how Uber tackles data caching in large-scale DL, detailing Uber’s ML architecture and discussing how Uber uses Big Data, concluding by sharing AI use cases.

55:57
Development Follow 786 Followers

Fast Log Analysis by Automatically Parsing Heterogeneous Log

Posted by Will Dennis  on  Sep 24, 2018 Posted by Will Dennis Follow 0 Followers , Biplob Debnath Follow 0 Followers  on  Sep 24, 2018

Debnath & Dennis present a solution inspired by the unsupervised machine learning techniques for automatically generating RegEx rules from a set of logs with no (or minimal) human involvement.

25:59
Development Follow 786 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.

50:03
AI, ML & Data Engineering Follow 1119 Followers

How Machines Help Humans Root Case Issues @ Netflix

Posted by Seth Katz  on  Aug 23, 2018 Posted by Seth Katz Follow 0 Followers  on  Aug 23, 2018

Seth Katz discusses ways to build tools designed to enhance the cognitive ability of humans through automated analysis to speed root cause detection in distributed systems.

33:20
AI, ML & Data Engineering Follow 1119 Followers

Engineering Systems for Real-Time Predictions @DoorDash

Posted by Raghav Ramesh  on  Aug 22, 2018 Posted by Raghav Ramesh Follow 0 Followers  on  Aug 22, 2018

Raghav Ramesh presents DoorDash’s thoughts on how to structure ML systems in production to enable robust and wide-scale deployment of ML, and shares best practices in designing engineering tooling.

41:12
AI, ML & Data Engineering Follow 1119 Followers

Deep Learning for Application Performance Optimization

Posted by Zoran Sevarac  on  Aug 22, 2018 Posted by Zoran Sevarac Follow 0 Followers  on  Aug 22, 2018

Zoran Sevarac presents his experience and best practice for autonomous, continuous application performance tuning using deep learning.

41:29
AI, ML & Data Engineering Follow 1119 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.

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