Spark notebooks
In this section, we first discuss about notebook approaches for machine learning. Then we provide a full introduction to R Markdown as a mature notebook example, and then introduce Spark's R notebook to complete this section.
After this section, readers will master these notebook approaches as well as some related concepts, and be ready to use them for managing and programming machine learning projects.
Notebook approach for ML
Notebook became a favored machine learning approach, not only for its dynamics, but also for reproducibility.
Most notebook interfaces are comprised of a series of code blocks, called cells. The development process is a discovery type, for which a developer can develop and run codes in one cell, and then can ...
Get Apache Spark Machine Learning Blueprints now with the O’Reilly learning platform.
O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.