BT
Older rss
25:59
Development Follow 650 Followers

Teaching a Machine to Code

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

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 953 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 953 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.

23:39
AI, ML & Data Engineering Follow 953 Followers

Simplifying ML Workflows with Apache Beam

Posted by Tyler Akidau  on  Jun 19, 2018 Posted by Tyler Akidau Follow 1 Followers  on  Jun 19, 2018

Tyler Akidau discusses how Apache Beam is simplifying pre- and post-processing for ML pipelines.

46:55
AI, ML & Data Engineering Follow 953 Followers

Understanding Software System Behavior with ML and Time Series Data

Posted by David Andrzejewski  on  Jun 13, 2018 Posted by David Andrzejewski Follow 2 Followers  on  Jun 13, 2018

David Andrzejewski discusses how time series datasets can be combined with ML techniques in order to aid in the understanding of system behaviors in order to improve performance and uptime.

38:12
AI, ML & Data Engineering Follow 953 Followers

Analyzing & Preventing Unconscious Bias in Machine Learning

Posted by Rachel Thomas  on  Jun 12, 2018 Posted by Rachel Thomas Follow 1 Followers  on  Jun 12, 2018

Rachel Thomas keynotes on three case studies, attempting to diagnose bias, identify some sources, and discusses what it takes to avoid it.

39:22
AI, ML & Data Engineering Follow 953 Followers

Models in Minutes not Months: AI as Microservices

Posted by Sarah Aerni  on  Jun 07, 2018 Posted by Sarah Aerni Follow 0 Followers  on  Jun 07, 2018

Sarah Aerni talks about how Salesforce built an AI platform that scales to thousands of customers.

46:41
AI, ML & Data Engineering Follow 953 Followers

Understanding ML/DL Models using Interactive Visualization Techniques

Posted by Chakri Cherukuri  on  Jun 06, 2018 Posted by Chakri Cherukuri Follow 1 Followers  on  Jun 06, 2018

Chakri Cherukuri discusses how to use visualization techniques to better understand machine learning and deep learning models.

49:17
AI, ML & Data Engineering Follow 953 Followers

Machine Intelligence at Google Scale

Posted by Guillaume LaForge  on  Jun 01, 2018 Posted by Guillaume LaForge Follow 1 Followers  on  Jun 01, 2018

Guillaume LaForge presents pre-trained ML services such as Cloud Vision API and Speech API that works without any training, introducing Cloud AutoML.

48:55
AI, ML & Data Engineering Follow 953 Followers

Real-Time Data Analysis and ML for Fraud Prevention

Posted by Mikhail Kourjanski  on  May 31, 2018 Posted by Mikhail Kourjanski Follow 1 Followers  on  May 31, 2018

Mikhail Kourjanski addresses the architectural approach towards the PayPal internally built real-time service platform, which delivers performance and quality of decisions.

49:01
AI, ML & Data Engineering Follow 953 Followers

End-to-End ML without a Data Scientist

Posted by Holden Karau  on  May 30, 2018 Posted by Holden Karau Follow 3 Followers  on  May 30, 2018

Holden Karau discusses how to train models, and how to serve them, including basic validation techniques, A/B tests, and the importance of keeping models up-to-date.

42:26
AI, ML & Data Engineering Follow 953 Followers

Deep Learning for Science

Posted by Prabhat  on  May 30, 2018 Posted by Prabhat Follow 0 Followers  on  May 30, 2018

Prabhat discusses machine learning's impact on climatology, astronomy, cosmology, neuroscience, genomics, and high-energy physics, and the future of AI in powering scientific discoveries.

Login to InfoQ to interact with what matters most to you.


Recover your password...

Follow

Follow your favorite topics and editors

Quick overview of most important highlights in the industry and on the site.

Like

More signal, less noise

Build your own feed by choosing topics you want to read about and editors you want to hear from.

Notifications

Stay up-to-date

Set up your notifications and don't miss out on content that matters to you

BT