What is a primary challenge when deploying neural networks in real-world applica

Practice Questions

Q1
What is a primary challenge when deploying neural networks in real-world applications?
  1. Lack of data
  2. Overfitting
  3. High computational cost
  4. All of the above

Questions & Step-by-Step Solutions

What is a primary challenge when deploying neural networks in real-world applications?
  • Step 1: Understand that neural networks are complex models that learn from data.
  • Step 2: Recognize that overfitting happens when a model learns too much from the training data and doesn't perform well on new data.
  • Step 3: Identify that high computational costs mean that running these models requires a lot of processing power and resources.
  • Step 4: Acknowledge that sometimes there isn't enough data to train the model effectively, which can lead to poor performance.
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