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NEW QUESTION # 348
Which of the following items are included in the results returned when the face search service is successfully called?
Answer: A,C,D
NEW QUESTION # 349
X, Y are random variables, C is a constant, the nature of the difference in the following options which is wrong? (Multiple choice)
Answer: A,D
NEW QUESTION # 350
In the process of training the neural network, our goal is to keep the loss function reduced. Which of the following methods do we usually use to minimize the loss function?
Answer: A
NEW QUESTION # 351
Which of the following are common gradient descent methods?
Answer: A,C,D
Explanation:
The gradient descent method is a core optimization technique in machine learning, particularly for neural networks and deep learning models. The common gradient descent methods include:
Batch Gradient Descent (BGD): Updates the model parameters after computing the gradients from the entire dataset.
Mini-batch Gradient Descent (MBGD): Updates the model parameters using a small batch of data, combining the benefits of both batch and stochastic gradient descent.
Stochastic Gradient Descent (SGD): Updates the model parameters for each individual data point, leading to faster but noisier updates.
Multi-dimensional gradient descent is not a recognized method in AI or machine learning.
NEW QUESTION # 352
What model is not a cyclic neural network?
Answer: D
NEW QUESTION # 353
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