Practice Tensorflow / Pytorch (15.5.5) - Python Packages - CBSE 10 AI (Artificial Intelleigence)

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6 sample questions

Question 1.
What is TensorFlow primarily used for?
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Think about applications in AI.
Question 2.
Name one advantage of using PyTorch.
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Consider ease of use in research.
3Question 3.
What is TensorFlow primarily used for?
- Deep Learning
- Data Analysis
- Web Development
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Consider its main functions in AI.
4Question 4.
True or False: PyTorch is generally more flexible than TensorFlow.
- True
- False
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Think about the usability features.
Question 5.
Design a simple neural network using PyTorch to classify handwritten digits from the MNIST dataset. Explain your approach step by step.
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Focus on how to handle data and model definition.
Question 6.
Evaluate the suitability of TensorFlow for a company wishing to deploy a neural network for real-time image processing. What would you consider?
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Think about production needs.

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