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answers/7.1.basics.md

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- If there is bias in the data used to train the model, use techniques such as re-sampling or adversarial training to reduce bias.
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- If limited resources are causing poor performance, consider using techniques such as model compression, quantization, and distillation to reduce the size and complexity of the model.
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- If the data in production is changing, use techniques such as online learning to adapt the model to the changing data.
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- It is important to note that it is often a combination of factors that leads to poor performance in production, and it may be necessary to address multiple issues simultaneously to improve performance.
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- It is important to note that it is often a combination of factors that leads to poor performance in production, and it may be necessary to address multiple issues simultaneously to improve performance.

answers/7.2-sampling-and-creating-training-data.md.ipynb

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answers/7.3-objective-functions-metrics-and-evaluation.md.ipynb

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