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38:06

The Move to AI: From HFT to Laplace Demon

Posted by Eric Horesnyi  on  Mar 28, 2017 Posted by Eric Horesnyi Albert Bifet  on  Mar 28, 2017

Eric Horesnyi and Albert Bifet discuss how hedge funds have moved beyond High Frequency Trading using AI and real-time data processing.

48:49

Building Data Pipelines in Python

Posted by Marco Bonzanini  on  Mar 28, 2017 Posted by Marco Bonzanini  on  Mar 28, 2017

Marco Bonzanini discusses the process of building data pipelines and all the steps necessary to prepare data, focusing on data plumbing and going from prototype to production.

45:11

Policing the Stock Market with Machine Learning

Posted by Cliff Click  on  Mar 28, 2017 Posted by Cliff Click  on  Mar 28, 2017

Cliff Click talks about SCORE, a solution for doing Trade Surveillance using H2O, Machine Learning, and a whole lot of domain expertise and data munging.

42:13

Why Too Much Choice Is Killing Your Company

Posted by Edward Scotcher  on  Mar 26, 2017 Posted by Edward Scotcher  on  Mar 26, 2017

Edward Scotcher looks at the science of the choices people make and how to avoid the politics and power games that get in the way of ideas realization.

00:01

API Design Aesthetics

Posted by Col Perks  on  Mar 26, 2017 Posted by Col Perks  on  Mar 26, 2017

Col Perks looks at API design as a style, considering the qualities that might make an API beautiful and providing real world examples.

43:26

Pricing Page Optimization

Posted by Elena Verna  on  Mar 26, 2017 Posted by Elena Verna  on  Mar 26, 2017

Elena Verna discusses user behavior on the pricing page and how to organize the A/B testing resources to optimize the pricing page, one of the most important funnels of a website.

53:19

Enabling Awesome Engineering Teams

Posted by Alexandre Freire  on  Mar 25, 2017 Posted by Alexandre Freire  on  Mar 25, 2017

Alexandre Freire discusses what his team has learned through experiments, from the very fundamentals of what a team needs to be successful to Modern Agile engineering techniques.

47:47

Stream Processing & Analytics with Flink @Uber

Posted by Danny Yuan  on  Mar 25, 2017 Posted by Danny Yuan  on  Mar 25, 2017

Danny Yuan discusses how Uber builds its next generation of stream processing system to support real-time analytics as well as complex event processing.

39:21

Demistifying DynamoDB Streams

Posted by Akshat Vig  on  Mar 25, 2017 Posted by Akshat Vig Khawaja Shams  on  Mar 25, 2017

Akshat Vig and Khawaja Shams discuss DynamoDB Streams and what it takes to build an ordered, highly available, durable, performant, and scalable replicated log stream.

51:04

How to Design and Develop in an Inclusive Way

Posted by Chris Bush  on  Mar 25, 2017 Posted by Chris Bush Molly Watt  on  Mar 25, 2017

Molly Watt and Chris Bush discuss designing for people with specific visual, auditory, cognitive and mobility needs, accessibility features and challenges for certain users engaging digital services.

43:24

Freeing the Whale: How to Fail at Scale

Posted by Oliver Gould  on  Mar 25, 2017 Posted by Oliver Gould  on  Mar 25, 2017

Oliver Gould discusses Finagle, a library providing a uniform model for handling failure at the communications layer, enabling Twitter to fail, safely and often.

49:06

Building a Data Science Capability from Scratch

Posted by Victor Hu  on  Mar 23, 2017 Posted by Victor Hu  on  Mar 23, 2017

Victor Hu covers the challenges, both technical and cultural, of building a data science team and capability in a large, global company.

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