MLOps Roadmap: Finding opportunities on the road to AI in production

Session Description

Machine Learning has opened up a range of new ways to solve problems, but in doing so has also opened new and significant challenges to delivering ML solutions into production. The CDF have been collating these challenges to form the MLOps Roadmap, which paints a picture of where we are right now and sets out a list of technical challenges that must be addressed before we can truly realise the promises offered by ML. This session introduces the Roadmap and shares a number of areas where opportunities exist for tooling to create new standards for the delivery of products that include ML assets.