TensorFlow
TensorFlow is an open source software library for numerical computation using data flow graphs. Deep learning in the cloud platform is a new type of service facilitated by all Cloud platforms nowadays. This service can use TensorFlow in Google Cloud Platform, which enables users to develop a quick and easy way of application design, development and deployment. TensorFlow for deep learning research and development applications is used in many domains such as natural language processing, speech recognition and translation, and computer vision and so on. TensorFlow is also used to recommend the user to do quick decision making.
The architecture of the TensorFlow model is as follows:
The following components are used in the TensorFlow model:
- Cloud TensorFlow
- Cloud Pub/Sub
- Cloud Dataflow
- Cloud Bigtable
- Cloud BigQuery
- Google Data Studio
- Apigee API Platform
- Cloud Endpoints
The applications of this model include:
- Automotive
- Statistics
- Sentiment analysis in CRM
- Security
- Flaw detection
- Recommendation systems...
