Feature Engineering
Completed by Paul G Wagner
January 31, 2019
8 hours (approximately)
Paul G Wagner'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 Store
- Category: Keras (Neural Network Library)
- Category: Machine Learning
- Category: Data Transformation
- Category: Data Preprocessing
- Category: Data Processing
- Category: Model Optimization
- Category: Tensorflow
- Category: Dataflow
- Category: Data Modeling
- Category: Data Pipelines
- Category: Real Time Data
