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Exam DP-100 topic 1 question 9 discussion

Actual exam question from Microsoft's DP-100
Question #: 9
Topic #: 1
[All DP-100 Questions]

You have been tasked with designing a deep learning model, which accommodates the most recent edition of Python, to recognize language.
You have to include a suitable deep learning framework in the Data Science Virtual Machine (DSVM).
Which of the following actions should you take?

  • A. You should consider including Rattle.
  • B. You should consider including TensorFlow.
  • C. You should consider including Theano.
  • D. You should consider including Chainer.
Show Suggested Answer Hide Answer
Suggested Answer: B 🗳️
by Gabonia at Aug. 19, 2022, 1:24 p.m.

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Gabonia
Highly Voted 2 years, 8 months ago
Correct
upvoted 6 times
...
Pradiksha
Most Recent 5 months, 2 weeks ago
Selected Answer: B
The task is to do language recognition which is an NLP task and as given we need to accomadate python. 1. Rattle is a free, open-source graphical user interface (GUI) for the R software that helps beginners learn data mining, machine learning, and predictive analytics. not for python. 2. Though Theano is a foundation for early deep learning research, it lacks active support and new features. so It's not suitable for modern NLP tasks. 3. Chainer, while capable, has less support and community resources compared to TensorFlow and is no longer actively developed, making it less suitable for current and future NLP tasks. 4. So for a language recognition task on the DSVM, TensorFlow is more suitable than others
upvoted 1 times
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emmanuelodenyire
7 months, 1 week ago
Selected Answer: B
I will stand with option B. TensorFlow is an open-source software library for data flow and differentiable programming across a range of tasks. It was developed by the Google Brain team and is used for building and training machine learning models, particularly neural networks. TensorFlow provides a flexible and efficient platform for implementing machine learning algorithms, and supports a variety of programming languages including Python, C++, and Java. The library provides a comprehensive set of tools and functionality, including visualization and debugging tools, and it has a strong community of developers and users contributing to its ongoing development. TensorFlow is widely used in both academia and industry for various applications such as image classification, natural language processing, and reinforcement learning.
upvoted 1 times
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james2033
1 year, 6 months ago
Selected Answer: B
PyTorch
upvoted 3 times
...
AsuraX
1 year, 6 months ago
Selected Answer: B
Correct
upvoted 1 times
...
orionduo
1 year, 8 months ago
Selected Answer: B
Correct
upvoted 1 times
...
orionduo
2 years, 2 months ago
Selected Answer: B
The answer is correct
upvoted 1 times
...
Mirjalol
2 years, 3 months ago
Tensorflow is correct
upvoted 1 times
...
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B (20%)
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