The problem CLV solves
By using this project, every organization can improve its customer relationships significantly. It predicts the total revenue a customer is likely to generate in their lifetime based on previous purchases. This helps organizations easily identify which customers are expected to bring in the most revenue. They can then prioritize maintaining items that are frequently purchased by these high-value customers—ultimately leading to increased overall revenue.
Challenges I ran into
I may face challenges during training, as this project requires a large dataset. The training process could take up to a day or possibly less, depending on the computing resources and data complexity.
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