Online Access Free NCA-GENM Exam Questions

You have a dataset containing information about sales performance for different regions in the last ten years.
Which type of data visualization would be most appropriate to compare the sales performance across regions on a year-by-year basis?

• A.Pie chart
• B.Scatter plot
• C.Line chart
• D.Bar chart

What is a main application of Triton Inference Server?

• A.Triton Server can be used to deploy AI models on the GPU only.
• B.Triton Server can be used to generate images from pure noise.
• C.Triton Server can be used to execute GPU-accelerated graph analysis with cuGraph.
• D.Triton Server can be used to deploy neural networks from various frameworks.

Which of the following best describes the purpose of GAN (Generative Adversarial Networks)?

• A.To optimize search algorithms for faster data retrieval.
• B.To produce new data that is similar to the training data.
• C.To optimize decision-making processes based on historical data.
• D.To classify and categorize data based on patterns and features.

Hyperparameter tuning is used for what purpose in machine learning experimentation?

• A.Selecting the best ML algorithm for a given task.
• B.Adjusting the weights and biases of a neural network to optimize its performance.
• C.Selecting the optimal values for non-trainable parameters, such as learning rate or batch size.
• D.Collecting and preprocessing data to improve the accuracy of the model.

In large-language models, what is the purpose of the attention mechanism?

• A.To assign weights to each word in the input sequence.
• B.To capture the order of the words in the input sequence.
• C.To determine the order in which words are generated.
• D.To measure the importance of the words in the output sequence.