Feature Engineering
Completed by Vaibhav Pal
October 11, 2018
8 hours (approximately)
Vaibhav Pal'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: Keras (Neural Network Library)
- Category: Machine Learning
- Category: Data Transformation
- Category: Data Preprocessing
- Category: Data Processing
- Category: Model Optimization
- Category: Tensorflow
- Category: Dataflow
- Category: Data Modeling
- Category: Data Pipelines
- Category: Real Time Data
