What is TensorFlow?
TensorFlow is an open source software library for machine learning in various kinds of perceptual and language understanding tasks. It was originally developed by Google and later released under the Apache 2.0 open source license on Nov 9, 2015. TensorFlow is a fast, flexible, and scalable open-source machine learning library for research and production. It is an open-source platform that allows developers, businesses and researchers to build and deploy machine learning algorithms
Highlights
- Supports multiple programming languages: Offers libraries for Swift, Python, and JavaScript to create and deploy machine learning models
- Versatile deployment: Enables running models on a variety of platforms including the cloud, on-premise, and even on mobile/IoT devices using TensorFlow Lite
- Data validation: Provides tools to monitor and validate large volumes of data to ensure continuous operation of the machine learning pipeline
- Model analysis: Includes functionality to evaluate and visualize model performance metrics to help developers analyze and optimize their applications