Feature Engineering
Completed by Kittawee Kongpan
February 11, 2024
8 hours (approximately)
Kittawee Kongpan'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: Machine Learning
- Category: Dataflow
- Category: Data Modeling
- Category: Applied Machine Learning
- Category: Feature Engineering
- Category: Data Processing
- Category: Tensorflow
- Category: Data Transformation
- Category: Keras (Neural Network Library)
- Category: Data Store
- Category: Real Time Data
- Category: Model Optimization
