Feature Engineering
Completed by Guillermo Tessada
December 29, 2021
8 hours (approximately)
Guillermo Tessada'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: Data Processing
- Category: Data Transformation
- Category: Real Time Data
- Category: Data Pipelines
- Category: Data Preprocessing
- Category: Keras (Neural Network Library)
- Category: Feature Engineering
- Category: Model Optimization
- Category: Data Store
- Category: Dataflow
- Category: Data Modeling
- Category: Machine Learning
