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Research#machine learning platforms📝 BlogAnalyzed: Dec 29, 2025 08:20

Bighead: Airbnb's Machine Learning Platform with Atul Kale - TWiML Talk #198

Published:Nov 8, 2018 20:17
1 min read
Practical AI

Analysis

This article introduces Bighead, Airbnb's internal machine learning platform, through a discussion with Atul Kale, an Engineering Manager at Airbnb. The conversation focuses on the ML lifecycle within Airbnb and how Bighead supports it. The article highlights the platform's major components, best practices for scaling machine learning, and a significant announcement made at the Strata conference. The focus is on the practical application of machine learning within a large company and the infrastructure required to support it.
Reference

“The article doesn't contain a direct quote.”

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Research#llm📝 BlogAnalyzed: Dec 29, 2025 08:20

Facebook's FBLearner Platform with Aditya Kalro - TWiML Talk #197

Published:Nov 6, 2018 21:53
1 min read
Practical AI

Analysis

This article provides a concise overview of Facebook's internal machine learning platform, FBLearner Flow. It highlights the platform's role as a workflow management system within Facebook's ML engineering ecosystem. The discussion with Aditya Kalro, an Engineering Manager at Facebook, offers insights into the platform's history, development, functionality, and its evolution from model training to supporting the entire ML lifecycle. The article's focus is on the practical aspects of a large-scale ML platform, making it relevant for those interested in the engineering challenges of deploying and managing machine learning models at scale.
Reference

“FBLearner Flow is the workflow management platform at the heart of the Facebook ML engineering ecosystem.”

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