BT

New Early adopter or innovator? InfoQ has been working on some new features for you. Learn more

Older rss
49:47
Architecture & Design Follow 490 Followers

Architecture & Algorithms Powering Search @ZocDoc

Posted by Brian D'Alessandro  on  Sep 04, 2017 Posted by Brian D'Alessandro Follow 0 Followers , Pedro Rubio Follow 0 Followers  on  Sep 04, 2017

Brian D'Alessandro and Pedro Rubio talk about the patient friendly search system they have built at Zocdoc using various products from the AWS stack and custom Machine Learning pipelines.

38:23
Data Science Follow 215 Followers

When Models Go Rogue: Hard Earned Lessons on Using Machine Learning in Production

Posted by David Talby  on  Aug 19, 2017 Posted by David Talby Follow 0 Followers  on  Aug 19, 2017

David Talby summarizes best practices & lessons learned in ML, based on nearly a decade of experience building & operating ML systems at Fortune 500 companies across several industries.

38:50
Data Science Follow 215 Followers

Large Scale Machine Learning for Payment Fraud Prevention

Posted by Venkatesh Ramanathan  on  Aug 05, 2017 Posted by Venkatesh Ramanathan Follow 0 Followers  on  Aug 05, 2017

Venkatesh Ramanathan presents how advanced machine learning algorithms such as Deep Learning and Gradient Boosting are applied at PayPal for fraud prevention.

58:48
Culture & Methods Follow 135 Followers

Build a Better Monster: Morality, Machine Learning and Mass Surveillance

Posted by Maciej Ceglowski  on  Jul 23, 2017 Posted by Maciej Ceglowski Follow 0 Followers  on  Jul 23, 2017

Maciej Ceglowski wonders what tech companies can do to reduce the amount of data collected, closing the path to mass surveillance and bringing some morality in using ML with this data.

22:14
Data Science Follow 215 Followers

Fast, Scalable, Reusable: A New Perspective on Production ML/AI Systems

Posted by Ekrem Aksoy  on  Jul 12, 2017 Posted by Ekrem Aksoy Follow 0 Followers  on  Jul 12, 2017

Ekrem Aksoy discusses why production ML/AI systems should have a different perspective than the usual DevOps perspective which works on data immune systems.

38:41
Data Science Follow 215 Followers

Deep Learning for Image Understanding at Scale

Posted by Stacey Svetlichnaya  on  Jul 05, 2017 Posted by Stacey Svetlichnaya Follow 0 Followers  on  Jul 05, 2017

Stacey Svetlichnaya discusses strategies and challenges building deep learning systems for object recognition at scale, using automatic labels in Flickr image search as a case study.

36:31
Data Science Follow 215 Followers

In Depth TensorFlow

Posted by Illia Polosukhin  on  Jun 30, 2017 Posted by Illia Polosukhin Follow 1 Followers  on  Jun 30, 2017

Illia Polosukhin keynotes on TensorFlow, introducing it and presenting the components and concepts it is built upon.

25:52
Data Science Follow 215 Followers

Comparing Deep Learning Frameworks

Posted by Jeffrey Shomaker  on  May 28, 2017 1 Posted by Jeffrey Shomaker Follow  Followers  on  May 28, 2017 1

Jeffrey Shomaker covers the different types of deep learning frameworks and then focuses on neural networks, including business uses and 4 of the main systems (eg. Tensor Flow) that are open sourced.

39:06
Data Science Follow 215 Followers

Deep Learning Applications in Business

Posted by Diego Klabjan  on  May 07, 2017 Posted by Diego Klabjan Follow 0 Followers  on  May 07, 2017

Diego Klabjan discusses models, implementations, and challenges developing applications for trading, forecasting, and healthcare, detailing relevant models and issues adopting and deploying them.

21:07
Data Science Follow 215 Followers

Machine Learning at Scale

Posted by Aditya Kalro  on  Apr 18, 2017 Posted by Aditya Kalro Follow 0 Followers  on  Apr 18, 2017

Aditya Kalro discusses using large-scale data for Machine Learning (ML) research and some of the tools Facebook uses to manage the entire process of training, testing, and deploying ML models.

46:36
Data Science Follow 215 Followers

Products and Prototypes with Keras

Posted by Micha Gorelick  on  Apr 08, 2017 Posted by Micha Gorelick Follow 0 Followers  on  Apr 08, 2017

Micha Gorelick shows how to build a working product with Keras, a high-level deep learning framework, discussing design decisions, and demonstrating how to train and deploy a model.

40:00
Data Science Follow 215 Followers

Deep Learning at Scale

Posted by Scott Le Grand  on  Apr 05, 2017 Posted by Scott Le Grand Follow 0 Followers  on  Apr 05, 2017

Scott Le Grand describes his work at NVidia, Amazon and Teza, including the DSSTNE distributed deep learning framework.

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