Although the collaboration tools space is getting more crowded, machine learning and data practitioners still prefer GitHub to other tools, says the latest survey by Kaggle.
Once a use case is actually defined, it takes 66% of organizations more than a month to develop an ML model. For 64% of organizations, it takes at least another month to deploy that model.
On average, 40% of companies said it takes more than a month to deploy an ML model into production, 28% do so in eight to 30 days, while only 14% could do so in seven days or less.
Continuous Delivery for Machine Learning was written by ThoughtWorks employees Danilo Sato, Arif Wider and Christoph Windheuser. I copy-pasted much of this content, so please go straight to the source for any and all attributions of the ideas summarized below. Definition: Continuous Delivery for Machine Learning […]