- Dataflow
- Model Evaluation
- Tensorflow
- MLOps (Machine Learning Operations)
- Data Modeling
- Data Store
- Data Storage
- Feature Engineering
- Data Preprocessing
- Real Time Data
- Keras (Neural Network Library)
- Data Pipelines
Feature Engineering
Completed by Vasyl Volochii
September 27, 2020
8 hours (approximately)
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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
