Feature Engineering
Completed by Xiaolan Jia
November 21, 2021
8 hours (approximately)
Xiaolan Jia'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: Applied Machine Learning
- Category: Data Transformation
- Category: Keras (Neural Network Library)
- Category: Tensorflow
- Category: Model Optimization
- Category: Data Modeling
- Category: Data Preprocessing
- Category: Data Pipelines
- Category: Feature Engineering
- Category: Machine Learning
- Category: Dataflow
