Ever wonder what the most common use cases are for applied ML? Or how fast companies are adopting MLOps solutions? Or what the main challenges are when adopting applied ML? 

Over 1700 ML practitioners—from data science to ML and data engineering—provided answers to these questions and more in this inaugural report on the state of applied machine learning. 

Some highlights: 

• 63.8% of respondents said their teams have at least one real-time ML model in production

• 60.1% declared applied ML as a top 3 company initiative

• 50.0% shared their organizations have at least 6 ML models in production

• 59.1% plan to have all 5 components of the full MLOps stack within 12 months

Download the full report for key findings, recommendations, and a deeper dive into the trends that will shape the future of applied ML. 

GET THE REPORT