TensorFlow is a machine learning platform developed by Google and later released on an open source basis . It makes clear its end-to-end nature , facilitating all stages of machine learning from model building with high-level APIs , deployment whether on the cloud , on-premises , in a browser or device and taking ideas from the conceptual to the code level thanks to its flexible architecture .

The platform includes different libraries for its various deployment settings , with a lightweight version for mobile and IOT deployments .

Operating on any cloud system , IBM ’ s Watson Studio allows for the building and training of AI models . Capabilities include the automation of AI lifecycle management with IBM ’ s AutoAI solution , the building of models using images and text with IBM ’ s visual recognition and natural language classifying products , and “ one-click ” integration with IBM Watson Machine learning . The solution also allows the use of open source frameworks including TensorFlow and PyTorch and notebooks such as Jupyter .

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