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What steps would you take to replicate Conway’s Game of Life in Python?

How do you go about detecting every English word contained in a string of text?

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?

Could you demonstrate how to build a class in Python that iterates over sequence objects?

If you were tasked with optimizing hyperparameters for a machine learning model, what method would you use and why? Can you explain the differences between grid search CV and random search CV?

What are the key steps in the backpropagation technique for neural networks?

Can you outline the process of creating a model dedicated to the efficient detection of objects in frames?

How would you leverage the use of a hash table to tackle the two sum problem in O(n) time complexity?

How would you go about finding all possible triplets in an integer array that add up to a specified target value?