Ville Tuulos

Ville Tuulos has been developing infrastructure for machine learning for more than two decades. His journey includes academia, startups focusing on data and machine learning, as well as two global enterprises. He led the machine learning infrastructure team at Netflix, where he started Metaflow, an open source framework featured in this book. He is the CEO and co-founder of Outerbounds, a startup focusing on human-centric data science infrastructure.

books by Ville Tuulos

Effective Data Science Infrastructure
  • July 2022
  • ISBN 9781617299193
  • 352 pages
Included with a Manning Online subscription
  • printed in black & white
  • Available translations: Russian, Simplified Chinese

Effective Data Science Infrastructure teaches you to build data pipelines and project workflows that will supercharge data scientists and their projects. Based on state-of-the-art tools and concepts that power data operations of Netflix, this book introduces a customizable cloud-based approach to model development and MLOps that you can easily adapt to your company’s specific needs. As you roll out these practical processes, your teams will produce better and faster results when applying data science and machine learning to a wide array of business problems.