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How does the size of the input data affect the time complexity of training an SVM? How is the time complexity for SVM inference calculated? Can you explain the effect of different kernels on the time complexity of SVMs?

Please provide an explanation of a Neural Network and how it processes information.

Design a system for real-time processing of customer feedback.

Can you devise an algorithm to extract the longest substring without duplicate characters from a string?

Architect a solution for managing configuration across distributed services.

Build a big data pipeline for large-scale data processing.

Can we consider R-square to be an all-encompassing measure for linear regression model accuracy? When faced with a low R-square measurement, how do you assess the adequacy of the regression model?

How do you perceive the role of DMatrix in XGBoost, and how does it differ from other gradient boosting data structures?

Can you demonstrate a binary search technique to find the highest element in an integer list?

In Python, how do you script out the implementation of a hash table?