Podknife - Prateek talks about AI infrastructure ideas and categories by Infinite Machine Learning

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Prateek talks about AI infrastructure ideas and categories

Podcast |: Infinite Machine Learning
Publisher |: Prateek Joshi
Media Type |: audio
Podknife tags |: Artificial Intelligence,; Interview,; Machine Learning,; Technology
Categories Via RSS |: Technology
Publication Date |: Sep 07, 2023
Episode Duration |: 00:31:07

In this episode, the host Prateek Joshi talks about AI infrastructure ideas and categories including: Model infrastructure: - Compute hardware - ML frameworks - Foundation model providers - Distributed model training - Model deployment - Building and serving verticalized models - Streaming ML models - Monitoring and logging - Experimentation framework - On-device applications - Orchestration platform - Latency - User feedback loopData infrastructure: - Storage hardware - Data acquisition - Databases - Data labeling - Cataloging product usage data - Privacy and security - Backup and redundancy systems --------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

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