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37:59
Architecture & Design Follow 1992 Followers

Inside a Self-driving Uber

Posted by Matt Ranney  on  Jun 27, 2018 Posted by Matt Ranney Follow 12 Followers  on  Jun 27, 2018

Matt Ranney discusses the software components that come together to make a self-driving Uber drive itself, and how they test new software before it is deployed to the fleet.

49:20
AI, ML & Data Engineering Follow 799 Followers

Machine Learning Pipeline for Real-Time Forecasting @Uber Marketplace

Posted by Chong Sun  on  May 10, 2018 Posted by Chong Sun Follow 0 Followers , Danny Yuan Follow 3 Followers  on  May 10, 2018

Chong Sun and Danny Yuan discuss how Uber is using ML to improve their forecasting models, the architecture of their ML platform, and lessons learned running it in production.

49:22
Architecture & Design Follow 1992 Followers

Inside a Self-Driving Uber

Posted by Matt Ranney  on  Apr 28, 2018 Posted by Matt Ranney Follow 12 Followers  on  Apr 28, 2018

Matt Ranney breaks down the software components that come together to make a self-driving Uber drive itself. He talks about how they thoroughly test new software before it is deployed to the fleet.

48:18
Architecture & Design Follow 1992 Followers

Scaling Uber's Elasticsearch Clusters

Posted by Danny Yuan  on  Apr 11, 2018 Posted by Danny Yuan Follow 3 Followers  on  Apr 11, 2018

Danny Yuan talks about how Uber scaled its Elasticsearch clusters as well as its ingestion pipelines for ingestions, queries, data storage, and operations by a three-person team.

29:06
Culture & Methods Follow 615 Followers

Uber : The Transportation Virus

Posted by Cyril Vart  on  May 27, 2017 Posted by Cyril Vart Follow 0 Followers  on  May 27, 2017

Cyril Vart discusses how to build a business like Uber’s using latest technologies and techniques.

46:03
Architecture & Design Follow 1992 Followers

Scaling up Near Real-Time Analytics @Uber &LinkedIn

Posted by Chinmay Soman  on  Mar 30, 2017 Posted by Chinmay Soman Follow 1 Followers , Yi Pan Follow 0 Followers  on  Mar 30, 2017

Chinmay Soman and Yi Pan discuss how Uber and LinkedIn use Apache Samza, Calcite and Pinot along with the analytics platform AthenaX to transform data to make it available for querying in minutes.

47:47
Architecture & Design Follow 1992 Followers

Stream Processing & Analytics with Flink @Uber

Posted by Danny Yuan  on  Mar 25, 2017 Posted by Danny Yuan Follow 3 Followers  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.

50:54
Architecture & Design Follow 1992 Followers

What Comes after Microservices?

Posted by Matt Ranney  on  Dec 13, 2016 1 Posted by Matt Ranney Follow 12 Followers  on  Dec 13, 2016 1

Matt Ranney talks about the limits that some companies have encountered in their large microservices deployments and some non-microservices approaches to those same problems.

42:43
AI, ML & Data Engineering Follow 799 Followers

Bringing Machine Learning to Every Corner of Your Business

Posted by Danny Lange  on  Nov 06, 2016 1 Posted by Danny Lange Follow 0 Followers  on  Nov 06, 2016 1

Danny Lange presents Uber’s Machine Learning service that can perform functions such as ETA, fraud detection, churn prediction, forecasting demand, and much more.

52:31
Architecture & Design Follow 1992 Followers

Scaling Uber to 1,000 Services

Posted by Matt Ranney  on  Aug 07, 2016 4 Posted by Matt Ranney Follow 12 Followers  on  Aug 07, 2016 4

Matt Ranney talks about Uber’s growth and how they’ve embraced microservices. This has led to an explosion of new services, crossing over 1,000 production services in early March 2016.

36:17
Architecture & Design Follow 1992 Followers

Lessons Learned on Uber's Journey into Microservices

Posted by Emily Reinhold  on  Jul 17, 2016 Posted by Emily Reinhold Follow 0 Followers  on  Jul 17, 2016

Emily Reinhold shares stories of how a rapid growth company broke up a monolith into a series of microservices, with practices and lessons that can save time and money.

30:30
Web API Follow 235 Followers

Uber Trip Experiences: Unlocking Your Platform's Potential

Posted by Andrew Noonan  on  Jun 24, 2016 Posted by Andrew Noonan Follow 0 Followers  on  Jun 24, 2016

Andrew Noonan walks through the evolution of the Uber Developer Platform, the launch of Trip Experiences, and the future of the Uber platform.

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