Smooth integration is a challenge for machine learning professionals

A new survey of 200 US-based machine learning decision makers looks at the trends, opportunities and challenges in machine learning and MLOps (machine learning operations). The study from ClearML finds that for 41 percent, the biggest challenge of their MLOps platform, tools, or stack, is friction in using tools with other technology. While 22 percent cite vendor lock -- difficulty switching to a different provider without significant costs, time, or disruptions -- as the biggest challenge. 'MLOps as a new and emerging field is currently dominated by fragmented point solutions offering a fraction of the functionality companies need for continuous… [Continue Reading]