MLOps Community
timezone
+00:00 GMT
Sign in or Join the community to continue

Driving ML Data Quality with Data Contracts

Posted Nov 29, 2022 | Views 2K
# ML Data
# Data Contracts
# GoCardless
Share
SPEAKER
Andrew Jones
Andrew Jones
Andrew Jones
Tech Lead @ GoCardless

Andrew is a Senior Data Engineer and group Tech Lead, working across Data Infrastructure and ML Enablement to build best-in-class infrastructure and services to power analytics, models, and data-driven products.

+ Read More

Andrew is a Senior Data Engineer and group Tech Lead, working across Data Infrastructure and ML Enablement to build best-in-class infrastructure and services to power analytics, models, and data-driven products.

+ Read More
SUMMARY

Andrew introduces the concept of Data Contracts and talks about how they at GoCardless are using it to improve the quality and reliability of data by empowering data consumers - including our Data Scientists - to work closely with the data generators and get the data they really need to power highly effective ML models and other data-driven products.

+ Read More

Watch More

23:18
Posted Jul 12, 2022 | Views 783
# Data Science
# Clean Architecture
# Design Patterns
57:54
Posted Aug 18, 2022 | Views 1.2K
# Data Modeling
# Data Warehouses
# Semantic Data Model
# Convoy
# Convoy.com