Feature Engineering
Completed by Dominic Kneup
August 6, 2023
8 hours (approximately)
Dominic Kneup'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 Storage
- Category: MLOps (Machine Learning Operations)
- Category: Real Time Data
- Category: Data Modeling
- Category: Feature Engineering
- Category: Data Preprocessing
- Category: Tensorflow
- Category: Keras (Neural Network Library)
- Category: Data Pipelines
- Category: Data Store
- Category: Data Processing
- Category: Machine Learning
