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With the RetailRocket dataset, you can implement both approaches. You'll need to calculate user-user and item-item similarity using metrics like cosine similarity or Pearson correlation. For a dataset like RetailRocket, which captures a wide range of user behavior, item-based CF is often a good starting point, as it's efficient and can be easily applied. Consider implementing both methods and comparing their performance.
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Banks and financial institutions might have their specific criteria, but these are the broad strokes.