Build, Train and Deploy ML Models with Keras on Google Cloud
Completed by Chathuranga Sudusinghe
January 29, 2026
13 hours (approximately)
Chathuranga Sudusinghe'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: Cloud Deployment
- Category: Data Pipelines
- Category: Python Programming
- Category: Data Transformation
- Category: Tensorflow
- Category: Artificial Neural Networks
- Category: Model Optimization
- Category: Application Programming Interface (API)
- Category: Machine Learning
- Category: Model Training
- Category: Google Cloud Platform
- Category: Data Preprocessing
