Feature Engineering Articles

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7/5/2020 • EN

My Notes From Spark+AI Summit 2020 (Application-Specific Talks)

Notes from Spark+AI Summit 2020 covering application-specific talks on ML frameworks, data engineering, feature stores, and data quality from companies like Airbnb and Netflix.

Data Engineering Feature Engineering Machine Learning production Spark

Eugene Yan

12/16/2018 • EN

The Story of a Bad Train-Test Split

A data scientist details how a flawed train-test split method introduced bias when adding image thumbnails to a content recommendation model.

Bia Data Leakage Feature Engineering Machine Learning Train Test Split

Yoel Zeldes

6/20/2015 • EN

DataScience SG Meetup - How we got top 3% in Kaggle

A summary of a talk on achieving top 3% in a Kaggle competition, covering validation, feature engineering, and ensemble techniques.

Data Science Ensembling Feature Engineering Kaggle Machine Learning

Eugene Yan

Feature Engineering Articles

My Notes From Spark+AI Summit 2020 (Application-Specific Talks)

The Story of a Bad Train-Test Split

DataScience SG Meetup - How we got top 3% in Kaggle

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