Generative AI X Synthetic Data | Ali Golshan, Cofounder And CEO Of Gretel AI Infinite ML With Prateek Joshi podcast

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Generative AI x Synthetic data | Ali Golshan, cofounder and CEO of Gretel AI

1y ago 42:38

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Konten disediakan oleh Prateek Joshi. Semua konten podcast termasuk episode, grafik, dan deskripsi podcast diunggah dan disediakan langsung oleh Prateek Joshi atau mitra platform podcast mereka. Jika Anda yakin seseorang menggunakan karya berhak cipta Anda tanpa izin, Anda dapat mengikuti proses yang diuraikan di sini https://id.player.fm/legal.

Ali Golshan is the cofounder and CEO of Gretel AI, a synthetic data platform for ML developers. They have raised $65M in funding so far from investors such as Greylock and Anthos. He was previously the cofounder of StackRox, which was acquired by Red Hat for about $450M. Prior to that, he was the cofounder of Cyphort, which was acquired by Juniper Networks.
In this episode, we cover a range of topics including:
- The need for synthetic data
- Techniques to generate synthetic data
- How can AI enhance the synthetic data generation process
- Computational irreducibility
- Differential privacy
- Measuring the performance of the engine that generates synthetic data
Ali's favorite books:
- The Order of Time (Author: Carlo Rovelli)
- The Coddling of the American Mind (Authors: Greg Lukianoff and Jonathan Haidt)
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Where to find Prateek Joshi:
Newsletter: https://prateekjoshi.substack.com
Website: https://prateekj.com
LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19
Twitter: https://twitter.com/prateekvjoshi

… continue reading

152 episode

#Tech #Prateek Joshi

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Generative AI x Synthetic data | Ali Golshan, cofounder and CEO of Gretel AI

Infinite ML with Prateek Joshi

14 subscribers

published 1y ago

Bagikan

MP3•Beranda episode

Konten disediakan oleh Prateek Joshi. Semua konten podcast termasuk episode, grafik, dan deskripsi podcast diunggah dan disediakan langsung oleh Prateek Joshi atau mitra platform podcast mereka. Jika Anda yakin seseorang menggunakan karya berhak cipta Anda tanpa izin, Anda dapat mengikuti proses yang diuraikan di sini https://id.player.fm/legal.

Ali Golshan is the cofounder and CEO of Gretel AI, a synthetic data platform for ML developers. They have raised $65M in funding so far from investors such as Greylock and Anthos. He was previously the cofounder of StackRox, which was acquired by Red Hat for about $450M. Prior to that, he was the cofounder of Cyphort, which was acquired by Juniper Networks.
In this episode, we cover a range of topics including:
- The need for synthetic data
- Techniques to generate synthetic data
- How can AI enhance the synthetic data generation process
- Computational irreducibility
- Differential privacy
- Measuring the performance of the engine that generates synthetic data
Ali's favorite books:
- The Order of Time (Author: Carlo Rovelli)
- The Coddling of the American Mind (Authors: Greg Lukianoff and Jonathan Haidt)
--------
Where to find Prateek Joshi:
Newsletter: https://prateekjoshi.substack.com
Website: https://prateekj.com
LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19
Twitter: https://twitter.com/prateekvjoshi

… continue reading

152 episode

#Tech #Prateek Joshi

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