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TensorFlow म्हणजे काय?

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TensorFlow is an open-source software library for dataflow and differentiable programming across a range of tasks. It is a machine learning framework developed by the Google Brain team and used for various purposes, including:

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  1. Neural Network Design and Training
  2. Natural Language Processing (NLP)
  3. Image and Video Processing
  4. Predictive Analytics
  5. Reinforcement Learning.

TensorFlow allows developers to build and train machine learning models with a flexible architecture and a wide range of tools and libraries. It is popular among data scientists and machine learning engineers for its ease of use, scalability, and compatibility with a variety of platforms and languages.

टेन्सरफ्लो हे डेटाफ्लो आणि विविध कार्यांच्या श्रेणीतील भिन्न प्रोग्रामिंगसाठी मुक्त-स्रोत सॉफ्टवेअर लायब्ररी आहे. ही Google ब्रेन टीमने विकसित केलेली मशीन लर्निंग फ्रेमवर्क आहे आणि विविध उद्देशांसाठी वापरली जाते, यासह:

न्यूरल नेटवर्क डिझाइन आणि प्रशिक्षण
नैसर्गिक भाषा प्रक्रिया (NLP)
प्रतिमा आणि व्हिडिओ प्रक्रिया
भविष्यसूचक विश्लेषण
मजबुतीकरण शिक्षण.
TensorFlow विकसकांना लवचिक आर्किटेक्चर आणि टूल्स आणि लायब्ररींच्या विस्तृत श्रेणीसह मशीन लर्निंग मॉडेल तयार आणि प्रशिक्षित करण्यास अनुमती देते. हे डेटा सायंटिस्ट आणि मशीन लर्निंग इंजिनीअर्समध्ये त्याच्या वापरातील सुलभतेसाठी, स्केलेबिलिटीसाठी आणि विविध प्लॅटफॉर्म आणि भाषांसह सुसंगततेसाठी लोकप्रिय आहे.

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