Feature Engineering
Completed by Martin Gaievski
August 9, 2018
8 hours (approximately)
Martin Gaievski'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: Data Preprocessing
- Category: Tensorflow
- Category: Data Processing
- Category: Keras (Neural Network Library)
- Category: Data Transformation
- Category: Dataflow
- Category: Data Modeling
- Category: Data Pipelines
- Category: Applied Machine Learning
- Category: Feature Engineering
- Category: Real Time Data
