Machine Learning Systems: Designs that scale
Medium
Building Machine Learning Systems: data collection’s role
Building and Using Real-World Models
Machine Learning Model Metrics
Lightbend excerpt from Reactive Machine Learning Systems
One Up: Building Machine Learning Pipelines with Mario
Large-Scale Machine Learning with Spark on Amazon EMR