Best books on avoiding statistical biases and issues in model development?

Hello all!

I've recently graduated from uni in data science and have been working for the past 1 year in data science/engineering building pipeline, model development and monitoring.

I will soon have to develop my first end to end model from scratch. I will have to consider how to prepare all the data and eventually the model.

I'd like some books that would help me out in spotting potential statistical biases inserted in the model as a result of the …

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