(?)
Quotes are added by the Goodreads community and are not verified by Goodreads. (Learn more)
Valliappa Lakshmanan

“The Cascade design pattern addresses situations where a machine learning problem can be profitably broken into a series (or cascade) of ML problems. The Ensemble design pattern solves a problem by training multiple models and aggregating their responses. The Neutral Class design pattern looks at how to handle situations where experts disagree. The Rebalancing design pattern recommends approaches to handle highly skewed or imbalanced data.”

Valliappa Lakshmanan, Machine Learning Design Patterns: Solutions to Common Challenges in Data Preparation, Model Building, and MLOps
Read more quotes from Valliappa Lakshmanan


Share this quote:
Share on Twitter

Friends Who Liked This Quote

To see what your friends thought of this quote, please sign up!

0 likes
All Members Who Liked This Quote

None yet!


This Quote Is From

Machine Learning Design Patterns: Solutions to Common Challenges in Data Preparation, Model Building, and MLOps Machine Learning Design Patterns: Solutions to Common Challenges in Data Preparation, Model Building, and MLOps by Valliappa Lakshmanan
270 ratings, average rating, 29 reviews
Open Preview

Browse By Tag