Alex Gorelik

Alex Gorelik

Distinguished Engineer at LinkedIn

Bio Coming Soon!

All Sessions by Alex Gorelik

Data Engineering in the Age of Data Regulations

Data Engineering | Intermediate-Advanced

Continuous data regulations like GDPR, CCPA, DMA and many others are giving control to users over how their data is used and imposing restrictions on what companies can do with user data. This talk will focus on LinkedIn's approach to converting these regulations into policies and integrating policy enforcement in data engineering practices using our Policy Based Access Control (PBAC) system. It will cover how to annotate data, features, pipelines and models; how to integrate model training and inferences with the PBAC system; and how to enforce policies. It will describe the architecture and components of LinkedIn's governance system and various tools used to automate the annotation and enforcement process.

Data Engineering in the Age of Data Regulations

Data Engineering | Intermediate-Advanced

Continuous data regulations like GDPR, CCPA, DMA and many others are giving control to users over how their data is used and imposing restrictions on what companies can do with user data. This talk will focus on LinkedIn's approach to converting these regulations into policies and integrating policy enforcement in data engineering practices using our Policy Based Access Control (PBAC) system. It will cover how to annotate data, features, pipelines and models; how to integrate model training and inferences with the PBAC system; and how to enforce policies. It will describe the architecture and components of LinkedIn's governance system and various tools used to automate the annotation and enforcement process.

Data Engineering in the Age of Data Regulations

Data Engineering | Intermediate-Advanced

Continuous data regulations like GDPR, CCPA, DMA and many others are giving control to users over how their data is used and imposing restrictions on what companies can do with user data. This talk will focus on LinkedIn's approach to converting these regulations into policies and integrating policy enforcement in data engineering practices using our Policy Based Access Control (PBAC) system. It will cover how to annotate data, features, pipelines and models; how to integrate model training and inferences with the PBAC system; and how to enforce policies. It will describe the architecture and components of LinkedIn's governance system and various tools used to automate the annotation and enforcement process.

Data Engineering in the Age of Data Regulations

Data Engineering | Intermediate-Advanced

Continuous data regulations like GDPR, CCPA, DMA and many others are giving control to users over how their data is used and imposing restrictions on what companies can do with user data. This talk will focus on LinkedIn's approach to converting these regulations into policies and integrating policy enforcement in data engineering practices using our Policy Based Access Control (PBAC) system. It will cover how to annotate data, features, pipelines and models; how to integrate model training and inferences with the PBAC system; and how to enforce policies. It will describe the architecture and components of LinkedIn's governance system and various tools used to automate the annotation and enforcement process.

Open Data Science

 

 

 

Open Data Science
One Broadway
Cambridge, MA 02142
info@odsc.com

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