Is traditional machine learning obsolete since neural nets, deep neural nets can always outperform them?

I have been coming across visualizations showing that the neural nets tend to perform better as compared to the traditional machine learning algorithms (Linear regression, Log regression, etc.) Assuming that we have sufficient data to train deep/neural nets, can we ignore the traditional machine learning topics and concentrate more on the neural network architectures? Given…