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

Driving ML Data Quality with Data Contracts

Posted Nov 29, 2022 | Views 2.5K
# ML Data
# Data Contracts
# GoCardless
Share
speaker
avatar
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
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

18:43
Partnering with Product for Effective, quality Data Ingestion & Training Data // Daniela Santisteban
Posted Sep 18, 2024 | Views 1.1K
Code Quality in Data Science
Posted Jul 12, 2022 | Views 978
# Data Science
# Clean Architecture
# Design Patterns
Data Engineering for ML
Posted Aug 18, 2022 | Views 1.4K
# Data Modeling
# Data Warehouses
# Semantic Data Model
# Convoy
# Convoy.com