Podknife - ML testing landscape, Edge cases, ML testing methods, The role of synthetic data | Svet Penkov, cofounder of Efemarai by Infinite Machine Learning

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ML testing landscape, Edge cases, ML testing methods, The role of synthetic data | Svet Penkov, cofounder of Efemarai

Podcast |: Infinite Machine Learning
Publisher |: Prateek Joshi
Media Type |: audio
Podknife tags |: Artificial Intelligence,; Interview,; Machine Learning,; Technology
Categories Via RSS |: Technology
Publication Date |: Jan 16, 2023
Episode Duration |: 00:35:29

Svet Penkov is the cofounder and CEO of Efemarai, a platform to test and improve machine learning code. He is the chairman of the board at AI Cluster Bulgaria. And he has a PhD in Robotics and AI. In this episode, we cover a range of topics including: - Why we need ML testing - ML testing methods - How did he discover the problem that led to launching Efemarai - The role of synthetic data in testing - Edge cases - Building reliability into ML pipelines -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: http://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi

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