awesome-feature-store
Awesome Feature Store
https://github.com/breno-costa/awesome-feature-store
Last synced: 3 days ago
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Vendors
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Open-source
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Articles
- Self-Serve Feature Platforms: Architectures and APIs - Jan 8, 2023
- Managing the Flywhell of Machine Learning Data - Jul 28, 2022
- What is a Feature Platform for Machine Learning? - Jul 8, 2022
- Why Feature Stores Should Extend, Not Replace, Existing Data Infrastructure - May 11, 2022
- Building a Feature Store - Jan 20, 2022
- Neoway's Feature Store - Nov 30, 2021
- Real-Time Aggregation Features for Machine Learning (Part 1) - Jun 2, 2021
- Real-Time Aggregation Features for Machine Learning (Part 2) - Jun 2, 2021
- How to Build a Fraud Model with a Feature Store - Apr 5, 2021
- How Machine Learning Teams Share and Reuse Features - Mar 29, 2021
- What is a Feature Store - Oct 20, 2020
- Meet Michelangelo: Uber’s Machine Learning Platform - Sep 5, 2017
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Talks
- Building Production-Ready Recommender Systems with Feature Stores - Data+AI Summit - Jul 19, 2022
- Enable Production ML with Databricks Feature Store - Data+AI Summit - Jul 19, 2022
- Build models faster, and serve predictions at scale using Amazon SageMaker Feature Store - Feature Store Summit - Oct 25, 2021
- Twitter's management of ML features in dynamic environments - Feature Store Summit - Oct 22, 2021
- Jukebox : Spotify's Feature Infrastructure - Feature Store Summit - Oct 22, 2021
- Building a Real-Time Feature Store at iFood - Spark+AI Summit - Aug 7, 2020
- Building a Feature Store around Dataframes and Apache Spark - Spark+AI Summit - Jul 2, 2020
- Zipline - Airbnb’s Declarative Feature Engineering Framework - Spark+AI Summit Europe 2019
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Podcasts
- Feature Stores: Cutting through the Hype - DataTalks.club - Feb 2, 2021
- Machine Learning Feature Store Panel Discussion - MLOps Community - Jan 19, 2021
- Feature Stores for MLOps with Mike del Balso - The TWIML AI Podcast - Oct 19, 2020
- Feature Stores: An Essential Part of the ML Stack to Build Great Data - MLOps Community - Jul 13, 2020
- Bringing Feature Stores and MLOps to the Enterprise At Tecton - Data Engineering Podcast - Jan 5, 2021
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Keywords
data-science
4
feature-store
4
python
4
machine-learning
3
ml
3
mlops
3
data-engineering
2
data-quality
2
pyspark
2
feature-engineering
2
big-data
1
features
1
aws
1
azure
1
feature-management
1
gcp
1
governance
1
hopsworks
1
kserve
1
model-serving
1
serverless
1
embeddings
1
embeddings-similarity
1
vector-database
1
etl
1
etl-framework
1
package
1