The State of Machine Learning Adoption in the Enterprise - O'Reilly Media

While the use of machine learning (ML) in production started near the turn of the century, it's taken roughly 20 years for the practice to become mainstream throughout industry. With this report, you'll learn how more than 11,000 data specialists responded to a recent O'Reilly survey about their organization's approach--or intended approach--to machine learning. Data scientists, machine learning engineers, and deep learning engineers throughout the world answered detailed questions about their organization's level of ML adoption. About half of the respondents work for enterprises in the early stages of exploring ML, while the rest have moderate or extensive experience deploying ML models to production.