Blog posts about Machine Learning

We are open sourcing Feathr – the feature store we built to simplify machine learning (ML) feature management and improve developer productivity. At LinkedIn, dozens of applications use Feathr to define features, compute them for trainin...

We are open sourcing Feathr – the feature store we built to simplify machine learning (ML) feature management and improve developer...

Co-authors: Jilei Yang, Parvez Ahammmad, Fangfang Tan, Rodrigo Aramayo, Suvendu Jena, Jessica Li At LinkedIn, we have the opportunity...

Beyond term-based Search Until recently, Search at Spotify relied mostly on term matching. For example, if you type the query [...]

TL;DR For years, Spotify’s official engineering blog has been giving you a peek behind the curtain at Spotify R&D. Today, [...]

A behind-the-scenes peek into the machine learning framework powering new code scanning security alerts.

Introduction  Building platforms is a hard business. Building platforms for discerning machine learning (ML) practitioners with bespoke needs and a [...]

Introduction Capacity is a key component of reliability. Uber's services require enough resources in order to handle daily peak traffic and to support our different kinds of business units. These services are deployed across different cl...

Introduction The previous post gave an overview of Orbit, a Python package developed by Uber in order to perform Bayesian time-series analysis and forecasting. This post provides the details of the version 1.1 updates—in particular, chan...

Machine learning is what drives personalization on Spotify. We may have a single platform with 381 million different users, but [...]

Co-authors: Jaewon Yang, Jiatong Chen, and Yanen Li Introduction LinkedIn members are able to enrich their profiles with information about themselves, like...

In Part I of this two-part series, we talked about the challenges we faced with the models we use to [...]

At Spotify, our goal is to connect listeners with creators, and one way we do that is by recommending quality [...]

Netflix’s ML Platform has made a new addition to Open Source

Part two of a series on how we provide powerful, automated, and scalable data privacy and security engineering capabilities at Airbnb

Co-authors: Parvez Ahammad, Kinjal Basu, Yazhou Cao, Shaunak Chatterjee, David Durfee, Sakshi Jain, Nihar Mehta, Varun Mithal, and Jilei Yang Delivering th...

We’ve just open sourced Pedalboard, Spotify’s framework for adding effects to audio in Python. Pedalboard makes it easy to use [...]

Co-authors: James Verbus and Beibei Wang The Anti-Abuse AI Team at LinkedIn creates, deploys, and maintains models that detect and...