What is the advantage of using feature columns in TensorFlow for transforming categorical data into an embedding column?
Saturday, 05 August 2023
by EITCA Academy
Feature columns in TensorFlow provide a powerful mechanism for transforming categorical data into an embedding column. This approach offers several advantages that make it a valuable tool for machine learning tasks. By using feature columns, we can effectively represent categorical data in a way that is suitable for deep learning models, enabling them to learn
- Published in Artificial Intelligence, EITC/AI/TFF TensorFlow Fundamentals, TensorFlow high-level APIs, Going deep on data and features, Examination review
Tagged under:
Artificial Intelligence, Categorical Data, Deep Learning, Embedding Column, Feature Columns, TensorFlow