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Create a system for managing and optimizing CDN performance.

How would you go about finding the maximum-length substring with distinct characters in a string?

Implement a system for managing distributed CI/CD processes.

Would you elucidate the meaning of training and loss graphs pertaining to neural networks? How does the choice of loss function impact the shape of the loss graph, and what are some extensively used ones? How do the training and loss graphs differ, and what role do they play in optimizing and maximizing model performance?

How would you construct a model to optimize object detection in individual frames?

Could you walk me through how you would design a metric to compare two user's Netflix recommended lists of movie/tv show preferences?

In what ways do batch normalisation and instance normalisation differ?

Write code to implement a text wrapper that takes in a long string and a character limit as inputs and returns a list of strings, where each string is limited to the specified number of characters, split only at spaces.

How do you write a function to invert a binary tree in your programming language of choice?

Explain your approach to explaining the results of a machine learning model to stakeholders who may not have a technical background.