Explore the journey from virtualization to AI integration in this insightful podcast episode featuring Dr. Lamia Youseff, an expert with 25 years of experience in AI and ML. Gain valuable insights into the challenges faced by companies in identifying AI use cases and integrating AI effectively. Learn about the evolution of cloud computing, virtualization, and Kubernetes, and how these technologies have shaped the current AI landscape. Discover the complexities and pain points of implementing machine learning in production environments, and understand the importance of standardization in the field. Dr. Youseff also discusses her work with JazzComputing and efforts to bridge the gap in AI implementation and investment for both large corporations and SMBs. This comprehensive discussion covers topics ranging from Dr. Youseff's extensive background in academia and tech giants to the current state and future of AI integration in business environments.
From Virtualization to AI Integration - MLOps Coffee Sessions
Overview
Syllabus
[] Lamia's preferred coffee
[] Takeaways
[] Please like, share, and subscribe to our MLOps channels!
[] Lamia's background
[] Getting into Google Cloud
[] The Google Cloud project
[] The world before Kubernetes
[] Evolution of virtualization
[] Cloud evolution
[] Kubernetes enables the ecosystem
[] Multiple systems for machine learning
[] Standardization to a greater good
[] Complexity and pain points of ML in production
[] JazzComputing
[] Bridging gaps in AI implementation and investment
[] Wrap up
Taught by
MLOps.community
