Practice - Hardware Selection
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Practice Questions
Test your understanding with targeted questions
What does CPU stand for, and what is its primary function?
💡 Hint: Consider what a computer uses to execute commands.
Name one benefit of using a GPU for AI applications.
💡 Hint: Think about parallel processing capabilities!
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Interactive Quizzes
Quick quizzes to reinforce your learning
What is the primary use of a GPU in AI applications?
💡 Hint: Think about the operations that need a lot of calculations at once.
True or False: TPUs are generally used for tasks outside machine learning.
💡 Hint: Focus on TPU's purpose in relation to AI workloads.
2 more questions available
Challenge Problems
Push your limits with advanced challenges
Design a hypothetical AI application for real-time facial recognition. Discuss how you would approach hardware selection, considering the needs and capabilities of CPUs, GPUs, and edge devices.
💡 Hint: Focus on skill and speed of facial recognition operations.
Evaluate the potential drawbacks of using only cloud-based solutions for AI applications. Consider parameters like latency, costs, and reliability.
💡 Hint: Think critically about the trade-offs between local processing and relying on external services.
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