Full Press Release Details
Industry interviews
Nautilus Biotechnology
December 5, 2024
In this episode of Translating Proteomics, host Parag Mallick discusses the role of AI and machine learning in biotech with special guests Vijay Pande from Andreessen Horowitz and Matt McIlwain from Madrona Venture Group. Their fascinating conversation covers:
• Advances that have enabled biotech to make use of AI and machine learning
• How founders are applying AI and machine learning in biotech
• The future of AI and machine learning in biotech
Find this episode on Apple Podcasts , Spotify , or YouTube .
Browse all episodes of Translating Proteomics.
Translating Proteomics Episode 13 - AI and Biotech - The Promise and the Pitfalls with Vijay Pande and Matt McIlwain
Stream the episode on YouTube
Chapters
00:00 – Introduction 04:37 – How did Vijay and Matt get into AI and ML 07:33 – The importance of structured data, advances in compute, and algorithmic advances in driving the boom in machine learning 18:44 – The Intersection of AI and biology 21:57 – The evolution of biological models 31:55 – The Complexity of biological data 39:42 – Ways founders and biotech startups are using AI 43:25 – Favorite/Impactful applications of AI/ML 47:00 – AI for experimental design 50:13 – The future of AI in bio/health
Resources
• Learn about various types of machine learning on IBM’s website
• Learn about autoencoders on IBM’s website
• Learn more about transformers on NVIDIA’s blog
• Translating Proteomics Episode 6 – The Future of AI in Biomedicine
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