Loading...

Fake it 'til you make it - generating production quality test data at scale.

Fake it 'til you make it - generating production quality test data at scale.

In today's age of digital products and services, it's imperative that adequate measures are in place to handle personally identifiable information. One such challenge that organizations face is providing their product and engineering teams with realistic synthetic data to design, develop, and test solutions using production-quality data at a production-scale.

Barry, in this informative presentation, offers solutions to tackle this challenge by discussing open-source tools and open data sources that can be leveraged to generate production-quality test data at scale. He then goes on to demonstrate how this can be done by generating thousands of synthetic customers using these tools.

In addition to offering a solution to the challenge, this approach provides a means to build better products, test products, and embed data quality and best practice information security practices in your engineering process, which all contribute to developing a more robust and secure product.

Overall, this is an excellent presentation for anyone looking to build more secure and robust digital products and services needed to handle personal, identifiable information.

Link to the presentation: https://endjin.com/what-we-think/talks/fake-it-til-you-make-it-generating-production-quality-test-data-at-scale.html

Published on:

Learn more
endjin.com
endjin.com

We help small teams achieve big things.

Share post:

Related posts

Janitor AI: How Conversational AI Transforms Data Quality

Handling large amounts of data and ensuring its quality can be a formidable task. Enter Janitor AI, the conversational AI solution that is tra...

9 months ago

144 - Collaborators: Data-driven decision-making with Jina Suh and Shamsi Iqbal

Get an inside look into the world of driven and impactful data decision-making in this episode of Collaborators. Microsoft researchers and the...

1 year ago

144 - Collaborators: Data-driven decision-making with Jina Suh and Shamsi Iqbal

In this episode of the podcast "Collaborators" by Microsoft Research, Dr. Gretchen Huizinga hosts Principal Researcher Dr. Jina Suh and Princi...

1 year ago

Boost your Data Culture by Improving Data Literacy

In today's digitally-driven world, data is omnipresent, generated by every virtual interaction we have. Companies, governments, and organizati...

1 year ago

Power BI App: Changing The Paradigm In Data Management & Transformation

The Power BI app has revolutionized the way businesses handle data management and analysis, making it more efficient and effective. By providi...

1 year ago

No More Data Quality Surprises! (with Dave Ruijter)

In this video, you'll gain insights from Dave Ruijter on how to avoid data quality surprises in your Power BI solutions. It's important to hav...

1 year ago

Microsoft Purview Insider Risk Management: New data leaks policy template enabled by HR data connector (GA)

Microsoft is rolling out a new data leaks policy template, available in public preview for Insider Risk Management, which leverages data from ...

2 years ago

Where is your Data? - A need for Data governance platform

The advent of digital transformation and app modernization programs has led to the generation, movement, collection, and storage of data in th...

3 years ago

Why does air quality data matter?

Air quality data plays a crucial role in various industries and scenarios. It helps us understand the quality of air we breathe in and allows ...

2 years ago
Stay up to date with latest Microsoft Dynamics 365 and Power Platform news!
* Yes, I agree to the privacy policy