Feature Engineering
Completed by PIYAWASIN PIKROR-NGARN
December 26, 2024
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
- Category: Tensorflow
- Category: Data Transformation
- Category: Machine Learning
- Category: Data Modeling
- Category: Model Evaluation
- Category: Dataflow
- Category: Keras (Neural Network Library)
- Category: Feature Engineering
- Category: Real Time Data
- Category: Data Store
- Category: MLOps (Machine Learning Operations)
- Category: Data Pipelines
