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Data / ML

Data / Machine Learning

Optimal Feature Discovery: Better, Leaner Machine Learning Models Through Information Theory

6May,2021 / Global

Automating Merchant Live Monitoring with Real-Time Analytics: Charon

29April,2021 / Global

Freight Pricing with a Controlled Markov Decision Process

27April,2021 / Global

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Uber’s Journey Toward Better Data Culture From First Principles

16March,2021 / Global

Data / ML, Engineering

Elastic Deep Learning with Horovod on Ray

8March,2021 / Global

Data / ML, Engineering

Horovod v0.21: Optimizing Network Utilization with Local Gradient Aggregation and Grouped Allreduce

24November,2020 / Global

Data / ML, Engineering

Turning Metadata Into Insights with Databook

10November,2020 / Global

Data / ML, Engineering

Operating Apache Pinot @ Uber Scale

20October,2020 / Global

Data / ML, Engineering

Revolutionizing Money Movements at Scale with Strong Data Consistency

2October,2020 / Global

Inside Uber ATG’s Data Mining Operation: Identifying Real Road Scenarios at Scale for Machine Learning

2June,2020 / Global

Monitoring Data Quality at Scale with Statistical Modeling

7May,2020 / Global

Engineering, Data / ML

Dragon: Schema Integration at Uber Scale

3March,2020 / Global

Building a Backtesting Service to Measure Model Performance at Uber-scale

13February,2020 / Global

Culture, Data / ML

Women in Data Science at Uber: Moving the World With Data in 2020—and Beyond

28January,2020 / Global

Designing a Production-Ready Kappa Architecture for Timely Data Stream Processing

23January,2020 / Global

Data / ML, Engineering

Engineering SQL Support on Apache Pinot at Uber

15January,2020 / Global

Engineering, Data / ML, Web

Uber Visualization Highlights: Displaying City Street Speed Clusters with SpeedsUp

2January,2020 / Global

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