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Answer: You should consider including TensorFlow.
The question requires selecting a suitable deep learning framework for language recognition (an NLP task) that accommodates the latest Python version on Azure DSVM. Option B (TensorFlow) is optimal because it is a widely-used, actively maintained framework with strong NLP capabilities, extensive community support, and compatibility with modern Python versions. Option A (Rattle) is unsuitable as it's an R-based GUI tool, not a Python deep learning framework. Option C (Theano) is deprecated and no longer actively developed. Option D (Chainer) has been discontinued in favor of PyTorch and lacks current support. The community discussion shows 100% consensus for TensorFlow, with detailed reasoning highlighting its suitability for modern NLP tasks compared to the outdated or inappropriate alternatives.
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You need to design a deep learning model for language recognition using the latest version of Python. You must include an appropriate deep learning framework on the Data Science Virtual Machine (DSVM).
What should you do?
A
You should consider including Rattle.
B
You should consider including TensorFlow.
C
You should consider including Theano.
D
You should consider including Chainer.