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What is TensorFlow? Everything we know about Google's AI framework

TensorFlow is an open-source machine learning framework developed by Google Brain, designed to facilitate the creation and deployment of machine learning models. It supports a broad range of tasks from research and training to production, allowing developers to build and deploy models across various platforms including CPUs, GPUs, and TPUs. TensorFlow provides tools like TensorFlow.js for browser-based ML, TensorFlow Lite for mobile and embedded devices, and TensorFlow Extended (TFX) for end-to-end ML pipelines. It's widely used due to its flexibility, scalability, and the extensive community support which contributes to its ecosystem with libraries, tutorials, and pre-trained models. The framework excels in areas like image and voice recognition, text-based applications, and time series analysis, making it a go-to choice for both beginners and experts in the field of artificial intelligence.

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[ https://www.msn.com/en-us/news/technology/what-is-tensorflow-everything-we-know-about-google-s-ai-framework/ar-AA1ztKaj ]