One of the strongest points of Google is its long-term experience with ML. GCP offers several services around ML. You can choose between a pre-trained model or training the model yourself. The various services included under ML are as follows:
- Cloud ML Engine: ML Engine is a managed service that allows you to train and host your ML models in GCP. It leverages the TensorFlow application for the training process. The underlying infrastructure is managed by Google, while users can choose from different hardware options. The trained model can be accessed through APIs to perform predictions.
- Pretrained APIs: ML APIs are services that allow you to leverage several pre-trained models, enabling you to analyze a video. Currently, the following APIs are available:
- Google Cloud Video Intelligence
- Google Cloud Speech
- Google Cloud Vision
- Google Cloud Natural Language
- Google Cloud...