47 search results for ‘recommendation’

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Sep 5, 2024

Are You a Dalia? How We Created Data Science Personas for Spotify’s Analytics Platform

On Spotify’s Analytics Platform, we’re dedicated to building products that empower data practitioners to...
DataData SciencePeoplePlatform
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Mar 5, 2024

Risk-Aware Product Decisions in A/B Tests with Multiple Metrics

TL;DR We summarize the findings in our recent paper, , where we explain how Spotify’s decision-making engine...
DataData SciencePlatform
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Nov 7, 2023

How We Automated Content Marketing to Acquire Users at Scale

Spotify runs paid marketing campaigns across the globe on various digital ad platforms like Facebook, Google...
Developer ToolsMachine LearningPlatform
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Oct 25, 2023

Introducing Voyager: Spotify’s New Nearest-Neighbor Search Library

For the past decade, Spotify has used approximate nearest-neighbor search technology to power our...
DataData ScienceMachine LearningOpen Source
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Oct 20, 2023

Exclude from Your Taste Profile

Are you a parent forced to put the Bluey theme song on repeat? Do you work from home and play lofi beats or...
Data ScienceMachine LearningProduct
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Aug 3, 2023

Coming Soon: Confidence — An Experimentation Platform from Spotify

TL;DR: Spotify is releasing a new commercial product for software development teams: a version of our...
DataData SciencePlatform
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May 15, 2023

Fleet Management at Spotify (Part 3): Fleet-wide Refactoring

This is part 3 in our series on Fleet Management at Spotify and how we manage our software at scale. See also...
Developer ToolsInfrastructurePeoplePlatform
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May 3, 2023

Fleet Management at Spotify (Part 2): The Path to Declarative Infrastructure

This is part 2 in our series on Fleet Management at Spotify and how we manage our software at scale. See also...
Developer ToolsInfrastructurePeoplePlatform
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Apr 27, 2023

Humans + Machines: A Look Behind the Playlists Powered by Spotify’s Algotorial Technology

TL;DR Since 2017, Spotify has been working to create a better listening experience for our users by creating...
Machine LearningProduct
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Mar 21, 2023

Choosing a Sequential Testing Framework — Comparisons and Discussions

TL;DR Sequential tests are the bread and butter for any company conducting online experiments. The literature...
DataData Science
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Feb 1, 2023

Unleashing ML Innovation at Spotify with Ray

As the field of machine learning (ML) continues to evolve and its impact on society and various aspects of...
InfrastructureMachine LearningPlatform
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Oct 27, 2022

How We Improved the Development Experience for our Client Developers

TL;DR The core motivation for Spotify’s Client Platform (CliP) team is empowering and unblocking client...
Developer ToolsInfrastructurePlatform