{"version":1,"type":"rich","provider_name":"Libsyn","provider_url":"https:\/\/www.libsyn.com","height":90,"width":600,"title":"Episode 44: Good Machine Learning Practices for the Medical Devices Industry with Ben Locwin","description":"Welcome to Automating Quality. Mandy Gervasio is your host, and she\u2019s on a mission to bring you hot industry topics with her fellow life sciences partners and friends!   Today\u2019s episode features guest expert Ben Locwin! Ben is the VP of Project Solutions at Black Diamond Networks and has been working in the life sciences industry for over 25 years. Among other things, he has trained FDA inspectors and participated in the design of the Global Quality Metrics Initiative for the FDA.   The topic of today\u2019s episode is good machine learning practices for the medical devices industry. Ben discusses some good machine learning practices (GMLP) and discusses the importance of standardizing those across the industry over time.   Key Takeaways 01:00 Today\u2019s topic is good machine learning practices for the medical devices industry 01:20 Introducing today\u2019s guest: Ben Locwin 03:30 Ben introduces good machine learning practice guiding principles 06:43 How quickly will there be a set standardized framework for good machine learning practices (GMLP)? 11:10 Why this topic matters a lot 12:15 Will new competencies need to be developed for understanding the regulations and techniques in the field of machine learning? 14:36 Thank you to our guests and listeners! ","author_name":"Automating Quality","author_url":"https:\/\/docs.solabs.com\/hc\/en-us\/sections\/360006683193-Automating-Quality-Podcast","html":"