Can you explain the process of developing a predictive analytics model from scratch? What steps do you take to ensure its accuracy and reliability?

Hard difficulty

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Technical question

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Here's a hint

Focus on detailing each step methodically, from data collection and preprocessing to model selection, training, and validation. Highlight the importance of testing for accuracy and reliability through techniques such as cross-validation, and discuss...

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