Don't know why you are downvoted but I second your opinion. The contents listed here seem to emphasize applications in CS rather than theoretical aspects (e.g.,

Don't know why you are downvoted but I second your opinion. The contents listed here seem to emphasize applications in CS rather than theoretical aspects (e.g., Hilbert space, tensors, spectral theory).