Your question is Autoencoder vs PCA. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
Explain whether an autoencoder with one hidden layer and linear activations is equivalent to PCA.