Build, Train and Deploy ML Models with Keras on Google Cloud
Completed by Sathyanarayanan Rengaswami
April 20, 2026
13 hours (approximately)
Sathyanarayanan Rengaswami's account is verified. Coursera certifies their successful completion of Build, Train and Deploy ML Models with Keras on Google Cloud
What you will learn
Design and build a TensorFlow input data pipeline.
Use the tf.data library to manipulate data in large datasets.
Use the Keras Sequential and Functional APIs for simple and advanced model creation.
Train, deploy, and productionalize ML models at scale with Vertex AI.
Skills you will gain
- Category: Artificial Neural Networks
- Category: Data Pipelines
- Category: Python Programming
- Category: Model Training
- Category: Machine Learning
- Category: Deep Learning
- Category: Data Processing
- Category: Tensorflow
- Category: Model Optimization
- Category: Data Transformation
- Category: Keras (Neural Network Library)
- Category: Google Cloud Platform
