Feature Engineering
Completed by Sanjay Katti
June 6, 2018
8 hours (approximately)
Sanjay Katti'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: Model Optimization
- Category: Machine Learning
- Category: Dataflow
- Category: Keras (Neural Network Library)
- Category: Data Pipelines
- Category: Data Processing
- Category: Feature Engineering
- Category: Data Modeling
- Category: Applied Machine Learning
- Category: Data Preprocessing
- Category: Real Time Data
- Category: Data Store
