TensorFlow is a free and open-source software library developed by Google for machine learning and artificial intelligence tasks. It excels in training and deploying various models, particularly deep neural networks.
Here are 3 key functionalities of TensorFlow:
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Building and Training Models: TensorFlow provides tools and functionalities to construct and train various machine learning models. You can either leverage pre-built models from TensorFlow Hub or create your own using TensorFlow Core. This flexibility allows you to tailor models to specific needs and applications.
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Data Preparation and Management: TensorFlow offers tools to streamline data preparation, a crucial step in machine learning. These tools help with tasks like loading data, preprocessing, and feeding it into your models for training and evaluation.
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Deployment and Serving: Once trained, you can deploy your models across various platforms using TensorFlow. This includes running them on your computer, mobile devices, web browsers, or even in the cloud. TensorFlow facilitates the seamless integration of your models into real-world applications.
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