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The Ultimate Guide to AI Infrastructure in 2022


With hundreds of AI/ML infrastructure tools on the market, how do you make sense of it all? Which parts of the stack are mature? How do you know where to invest your precious time and resources to get the best results for your rapidly growing team of data engineers and data scientists?At the AI Infrastructure Alliance, a non-profit organization dedicated to research and education, we recently delivered the most comprehensive report on the entire AI infrastructure ecosystem to help answer these very questions. We went way beyond marketing and dug deep into documentation, demos, and examples to understand the real capabilities of everything from orchestrators and pipelines, to training, deployment, monitoring, security, and management platforms.In this talk we deliver the essential insights from our research, giving technical execs and architects the keys they need to build or expand their infrastructure by providing a comprehensive and clear overview of the entire AI/ML infrastructure landscape.

Daniel Jeffries
Daniel Jeffries

Managing Director of the AI Infrastructure Alliance

Dan Jeffries is the Managing Director of the AI Infrastructure Alliance and Chief Technology Evangelist at Pachyderm. He’s also an author, engineer, futurist, pro blogger and he’s given talks all over the world on AI and cryptographic platforms. With more than 50K followers on Medium and a rapidly growing following on Substack, his articles have been read by more than 5 million people worldwide.

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