Feature Engineering
Completed by PANAGIOTIS KOMNINOS
September 5, 2024
8 hours (approximately)
PANAGIOTIS KOMNINOS'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 Transformation
- Category: Machine Learning
- Category: Data Pipelines
- Category: Dataflow
- Category: Feature Engineering
- Category: Applied Machine Learning
- Category: Keras (Neural Network Library)
- Category: Data Processing
- Category: Tensorflow
- Category: Real Time Data
- Category: Data Preprocessing
- Category: Model Optimization
