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What assortment of loss functions are you acquainted with?

Could you describe some of the machine learning architectures that you've worked with thus far in your career?

What has been your biggest achievement so far.

What's your strategy for calculating the interquartile range from an unsorted list of decimals?

What approaches would you take to graphically represent multi-dimensional datasets?

Program Conway’s game of life in Python.

Precision and recall are two common metrics used to evaluate the performance of classification models. Can you explain what they measure and how they are calculated? Also, discuss some situations where these metrics may not be suitable for assessing model accuracy.

What data would you gather to assess the level of interest and excitement from our users towards the video chat feature?

How would you present your findings on monthly retention to a non-technical stakeholder?

What is the significance of regularization in the training of machine learning models?