Cloud Machine Learning Engine helps us easily build machine learning models that work on any type of data, of any size. Cloud Machine Learning Engine can take any TensorFlow model and perform large-scale training on a managed cluster. Additionally, it can also manage the trained models for large-scale online and batch predictions.

Cloud Machine Learning Engine can seamlessly transition from training to prediction, using online and batch prediction services. Cloud Machine Learning Engine uses the same scalable and distributed infrastructure with GPU acceleration that powers Google ML products.

Some of the key Cloud Machine Learning Engine features are the following:

• Fully integrated with other Google Cloud services
• Discover and Share Samples
• HyperTune your models
• Managed and Scalable Service
• Notebook Developer Experience
• Portable Models

You can read more about Cloud Machine Learning Engine here: https://cloud.google.com/ml-engine/.