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Could you describe the workflow of a 1D CNN?

What steps do you take in order to forecast a brand's sales accurately?

Can you explain the functional differences between CNNs and RNNs?

Design a system for real-time processing of video streams for object detection.

How would you detail the typical journey of an ML project from its start point to its endpoint?

Can you propose a method to systematically interpret a string that includes nested parentheses?

Design a messaging platform with voice and video calling like WhatsApp.

How would you explain the curse of dimensionality and propose a strategy to overcome it?

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?

Design a system for real-time processing of network traffic for intrusion detection.