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What does the assumption of error mean in the context of linear regression, and why does it hold significant importance for accurate modeling?

Could you outline the process of calculating the correlation between a binary variable and a continuous variable?

Design a function that produces a random normal distribution and plot the curve.,

Can you discuss the meaning of training and loss graphs in relation to neural networks? How do different loss functions alter the shape of the loss graph, and what are some commonly employed ones? How do the training and loss graphs differ, and how do they aid in optimizing and maximizing model performance?

Is there a noticeable difference in execution time between subqueries and joining tables in terms of performance?

What performance indicators do you consider essential for computer vision models?

Can you show a code snippet that inverts a binary tree in a programming language you are familiar with?

Can you describe the methods used to address the imbalance in a dataset?

Tell me about a time you led a team.

Can you clarify the dissimilarities between panel data and cross sectional data?