Feature Engineering
Completed by Steven Berrey
January 8, 2021
8 hours (approximately)
Steven Berrey'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 Modeling
- Category: Machine Learning
- Category: Data Preprocessing
- Category: Feature Engineering
- Category: Keras (Neural Network Library)
- Category: Data Transformation
- Category: Data Pipelines
- Category: Applied Machine Learning
- Category: Model Optimization
- Category: Data Store
- Category: Data Processing
- Category: Tensorflow
