Understanding machine learning services
One of the strongest points of Google is its long-term experience with Machine Learning (ML). GCP offers several services around ML. You can choose between a pre-trained model or train a model yourself. The various services included under ML are as follows:
- 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 Translation
- Google Recommendations AI
The following list of models can be used without any background knowledge of how they work. As an example, we can analyze text for sentiment analysis:
- AutoML: AutoML is a service that can be used by developers to train models without having extensive knowledge of data science. As an example, by providing labeled samples to AutoML, it can be trained to recognize...
