Feature engineering is an important part of Machine Learning. This Treasure Box shows how to do data preparation on Treasure Data.
It shows common preprocessing like train/test data split, feature normalization, and missing value imputation by using Titanic data. You can learn how to execute data preparation on Treasure Data by using Apache Hivemall (incubating) that prevents the copying of data onto your laptop.
- General-purpose tasks for Machine Learning