CompTIA DataX (DY0-001) — Question 70

Which of the following types of machine learning is a GPU most commonly used for?

Answer options

• A. Deep learning/neural networks
• B. Clustering
• C. Natural language processing
• D. Tree-based

Correct answer: A

Explanation

GPUs are primarily utilized for deep learning and neural networks due to their ability to perform parallel processing, which is essential for handling large datasets and complex calculations. Other options like clustering, natural language processing, and tree-based methods do not inherently require the same level of computational power that GPUs provide, making them less common in GPU applications.