Remove Data Cleanse Remove Data Ingestion Remove Definition Remove Metadata
article thumbnail

Building and Scaling Data Lineage at Netflix to Improve Data Infrastructure Reliability, and…

Netflix Tech

Therefore, the ingestion approach for data lineage is designed to work with many disparate data sources. Our data ingestion approach, in a nutshell, is classified broadly into two buckets?—?push We leverage Metacat data, our internal metadata store and service, to enrich lineage data with additional table metadata.

article thumbnail

Real-Time Analytics in the World of Virtual Reality and Live Streaming

Rockset

This raw data from the devices needs to be enriched with content metadata and geolocation information before it can be processed and analyzed. For the data analysis part, things are quite different. Most analytics engines require the data to be formatted and structured in a specific schema.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

The Ultimate Modern Data Stack Migration Guide

phData: Data Engineering

Enterprises can effortlessly prepare data and construct ML models without the burden of complex integrations while maintaining the highest level of security. Generally, organizations need to integrate a wide variety of source systems when building their analytics platform, each with its own specific data extraction requirements.

article thumbnail

50 Artificial Intelligence Interview Questions and Answers [2023]

ProjectPro

It has automated components of the traditional ML Flow from data acquisition, experimentation and even logging—definitely, a must-try within the Azure ecosystem. Data Volumes and Veracity Data volume and quality decide how fast the AI System is ready to scale. Data: Data Engineering Pipelines Data is everything.