Generating Synthetic Data with AI | Carlos Kidman | AI for Synthetic Data Generation | TestFlix 2022

Talk Takeaways:
- Synthetic Data is the future for test data
- Synthetic Data can be used for many applications including training models, demos, testing, and more!
- AI can learn from your existing data and generate gigabytes of data from it!
- With AI, the Synthetic Data you create can be shared, re-used, or discarded since it’s easy to re-create and also safe
About The Talk:
Whether data is required to train ML Models, to set up environments, or to use in testing, Synthetic Data is becoming more necessary because you cannot simply copy your production data. This talk goes over how to use AI, specifically gretel.ai, to easily generate thousands of records of Synthetic Data in minutes!
With this talk learn more about using AI as a synthetic data generator and how it can be utilised for a variety of applications.
#TestFlix #SoftwareTesting #SyntheticDataGenerator #SyntheticdDataGeneration
About The Speaker:
Carlos Kidman is Head of Engineering at an AI company, but was formerly an Engineering Manager at Adobe. He is an instructor at Test Automation University with courses around architecture, design, containerization, and Machine Learning. He is the founder of QA at the Point, which is the Testing and Quality Community in Utah, and does consulting, workshops, and speaking events all over the world.
LinkedIn: / carlos-kidman
Twitter: / carloskidman
Web: base.qap.dev/
This video is of one of the Atomic Talks presented at #TestFlix- Global
Software #Testing Binge, 2022.
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[@rameshbabu2104]

Nice try. but needs more details. At the end your shown the flow in simple 4 selections right it would be better taking a demo by showing one by one. And how the coding is creating the model? is it by using the config? or any other? Generally, the idea was great. Many of them feel difficult to generate the Test data. If the code is available in github, please share the link. Thank you

[@brijeshtanna2558]

models are provided by gretel, you can visit their website and see what model is relevant for your use. Then pass that in the config.