Feature Engineering
Completed by Christopher McLaren
June 28, 2018
8 hours (approximately)
Christopher McLaren'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 Preprocessing
- Category: Model Optimization
- Category: Tensorflow
- Category: Dataflow
- Category: Data Pipelines
- Category: Data Processing
- Category: Feature Engineering
- Category: Keras (Neural Network Library)
- Category: Real Time Data
- Category: Applied Machine Learning
- Category: Data Modeling
- Category: Machine Learning
