Articles
#consistentAI: Lessons from our Journey to Kubeflow 1.0
Sometime back, we wrote about the need for #consistentAI to accelerate the enterprise digital transformation. To summarize 1) we discussed some trends then – the widespread adoption of Kubernetes, the need to manage the lifecycle of AI using consistent tools, and the need to bring together the…
Consistent AI: The Journey Together
Partners come together because of a common vision. In the open source world, that vision is directly translated into shared execution. With the rapid adoption of AI/ML, the Kubeflow project has made a tremendous amount of progress in the past year, and it is awesome to be recognized as Google Cloud…
Accelerating Enterprise AI with Network Architecture Search
AI/ML is a dominant trend in the enterprise. While AI/ML is not fundamentally new, the ubiquity of large amounts of observed data, the rise of distributed computing frameworks and the prevalence of large hardware-accelerated computing infrastructure has lead to new wave of breakthroughs in AI in the…
Towards #ConsistentAI
Data is already a first-class citizen in many enterprises. Today, data is used to derive insights, influence decisions, automate and optimize operational efficiency. The above can be done by deterministic rules and policies or using Artificial Intelligence (AI)/Machine Learning (ML) wherein patterns…
Machine Learning Made Simple with Cisco, Google and NVIDIA
The world is being transformed by the recent and rapid proliferation in Artificial Intelligence (AI) and Machine Learning (ML) from directly improving our personal lives to enterprise applications around security, business intelligence, automation, analytics, spam filtering, conversational interface…
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