AI and ML with GCP
Among the early AI-first companies, Google has the first-mover advantage in building and maintaining advanced AI platforms, accelerators, and AI building blocks. Google Cloud AI Platform is a highly comprehensive, cloud-based cognitive computing offering where you can build models and notebooks, perform data labeling, create ML jobs and pipelines, and access AI Hub:
Figure 8.2 – Google Cloud AI Platform capabilities
The AI platforms and accelerators include capabilities such as building ML pipelines, deployment, and so on. It contains data labeling capabilities, platform notebooks, neural architecture search, training, and prediction functionalities.
Automated ML is also one of the key building blocks, comprising AutoML Natural Language, AutoML Tables, AutoML Translation, AutoML Video, AutoML Vision, and Recommendations AI. Other AI offerings include the Cloud Natural Language API, Cloud Translation, Cloud Vision, Dialogflow (offered...
