The Road to Exceptional Data Correctness
ABOUT THE TALK:
In this lightning talk, Emma Tang shares learnings from Stripe’s early efforts to tackle data correctness. As a financial technology company, data correctness is paramount to the operation of the company. This low tolerance for data inaccuracy poses unique constraints to how infrastructure is designed. Emma shares strategies as well as the trade-offs made in order to achieve this high level of correctness.
ABOUT THE SPEAKER:
Emma Tang led Big Data Infrastructure at Stripe helping the company build and scale data infrastructure systems to support the 14x revenue growth and 6x headcount growth during her time there.
ABOUT DATA COUNCIL:
Data Council (https://www.datacouncil.ai/) is a community and conference series that provides data professionals with the learning and networking opportunities they need to grow their careers.
Make sure to subscribe to our channel for the most up-to-date talks from technical professionals on data related topics including data infrastructure, data engineering, ML systems, analytics and AI from top startups and tech companies.
FOLLOW DATA COUNCIL:
Twitter: https://twitter.com/DataCouncilAI
LinkedIn: https://www.linkedin.com/company/datacouncil-ai/
Видео The Road to Exceptional Data Correctness канала Data Council
In this lightning talk, Emma Tang shares learnings from Stripe’s early efforts to tackle data correctness. As a financial technology company, data correctness is paramount to the operation of the company. This low tolerance for data inaccuracy poses unique constraints to how infrastructure is designed. Emma shares strategies as well as the trade-offs made in order to achieve this high level of correctness.
ABOUT THE SPEAKER:
Emma Tang led Big Data Infrastructure at Stripe helping the company build and scale data infrastructure systems to support the 14x revenue growth and 6x headcount growth during her time there.
ABOUT DATA COUNCIL:
Data Council (https://www.datacouncil.ai/) is a community and conference series that provides data professionals with the learning and networking opportunities they need to grow their careers.
Make sure to subscribe to our channel for the most up-to-date talks from technical professionals on data related topics including data infrastructure, data engineering, ML systems, analytics and AI from top startups and tech companies.
FOLLOW DATA COUNCIL:
Twitter: https://twitter.com/DataCouncilAI
LinkedIn: https://www.linkedin.com/company/datacouncil-ai/
Видео The Road to Exceptional Data Correctness канала Data Council
Показать
Комментарии отсутствуют
Информация о видео
Другие видео канала
DC_THURS : dbt w/ Drew Banin
DevOps for Machine Learning & Other Half Truths Processes & Tools for the ML Lifecycle | DataRobot
Data Discovery Getting More From Your Metadata
Technical Founders Panel
Feed The Alligators With the Lights On: How Data Engineers Can See Who Really Uses Data | Stemma
Architecting a Low-Latency Schemaless SQL Engine | Rockset
Building High Performance Recommender Systems with Feature Stores | Tecton
Office Hours with Stitch Fix Data Platform
DC_THURS on Trino
Enterprise Data Science Comes of Age | Anaconda
Using Machine Learning and Observability Together to Reduce Incident Impact | DigitalOcean
Making Friends with Generative Models | Tonic
The Right Way to Track Mobile Data
DC_THURS on Feature Engineering
Scaling Uber's Metric System from Elasticsearch to Pinot | Uber
Rikai: A New Data Format for Analytics on Unstructured Data at Scale
DC_THURS on DataHub w/ Shirshanka Das (Acryl Data)
Building an ML Experimentation Platform for Easy Reproducibility | Treeverse
How Vercel Builds Dozens of Metrics from One Heterogenous Table
DC_THURS w/ Patrick Thompson, CEO of Iteratively