GMLE 試験問題を無料オンラインアクセス

Which of the following are common supervised learning algorithms?
(Choose two)
Response:

• A.Linear Regression
• B.Random Forest
• C.k-means
• D.DBSCAN

Stochastic Gradient Descent differs from traditional Gradient Descent by:
Response:

• A.Updating model parameters after evaluating each data point
• B.Eliminating the need for a learning rate
• C.Updating model parameters after evaluating the entire dataset
• D.Using a fixed learning rate throughout the training process

What is the main use of the NumPy library in Python for machine learning?
Response:

• A.Data visualization
• B.Handling large arrays and matrices
• C.Web scraping
• D.Text processing

In the context of deep learning, what is a 'convolutional layer' primarily used for?
Response:

• A.To reduce the size of the neural network
• B.To classify input data into different categories
• C.To accelerate the training process of the network
• D.To extract features from input data like images

What is the main use of the 'sigmoid' activation function in neural networks?
Response:

• A.To transform the output into a probability
• B.To speed up the training process
• C.To introduce non-linearity into the model
• D.To normalize the input data