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NVIDIA Generative AI LLMs Sample Questions (Q35-Q40):

NEW QUESTION # 35
Which of the following is an activation function used in neural networks?

• A. K-means clustering function
• B. Mean Squared Error function
• C. Diffusion function
• D. Sigmoid function

Answer: D

Explanation:
The sigmoid function is a widely used activation function in neural networks, as covered in NVIDIA's Generative AI and LLMs course. It maps input values to a range between 0 and 1, making it particularly useful for binary classification tasks and as a non-linear activation in early neural network architectures. The sigmoid function, defined as f(x) = 1 / (1 + e

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