Is synthetic data useful for data engineers?

Dr. Alexander Mikhalev, Director @ Applied Knowledge Systems

Matthew Norton, Product Owner @ Nationwide

There is a recent buzz around synthetic data but is it useful for data engineers?

In this talk, we will cover synthetic data and how it's different from anonymized (masked) data and fuzzing and give a short overview of current synthetic data vendors.

The benefits vendor's tooling brings into generating synthetic data. We will conclude the session with a demo of using open-source synthetic data generation to validate a real-time streaming pipeline.

Where & when?

Data Stack Summit 2023 was held virtually on April 19, 2023.

What is the cost to attend the virtual sessions?

Data Stack Summit is always free and open for all to attend

What is Data Stack Summit?

Finding ways to efficiently conquer the modern data stack can become infinitely more possible when we’re able to gather together collaboratively as a community and discuss the tools and capabilities desired by future-forward organizations.

Hear real-world perspectives from long-time data visionaries, data engineers, data and cloud architects, DataOps and DevOps practitioners as they talk through topics like the building blocks of the modern data platform, open source considerations, best practices for impactful data operations, migrations, data observability, and tuning data pipelines for performance at scale.

Who comes to Data Stack Summit?

Data and cloud architects, data engineers, DevOps practitioners and managers, data and ITOps leaders

Join us for talks around things like:

Building blocks of the modern data platform
Implementing the modern data platform using open source
Deploying the modern data platform using K8s
Best practices for data team operations
Migrations to modern data platforms
Optimizing high-performance big data for future-forward organizations

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