Feature Engineering
Completed by Kentaro Miyagawa
May 19, 2018
8 hours (approximately)
Kentaro Miyagawa's account is verified. Coursera certifies their successful completion of Feature Engineering
What you will learn
Describe Vertex AI Feature Store and compare the key required aspects of a good feature.
Perform feature engineering using BigQuery ML, Keras, and TensorFlow.
Discuss how to preprocess and explore features with Dataflow and Dataprep.
Use tf.Transform.
Skills you will gain
- Category: Machine Learning
- Category: Applied Machine Learning
- Category: Feature Engineering
- Category: Real Time Data
- Category: Dataflow
- Category: Keras (Neural Network Library)
- Category: Data Modeling
- Category: Data Processing
- Category: Data Transformation
- Category: Data Pipelines
- Category: Data Store
- Category: Tensorflow
