machine learning autoencoder diagram data compression to embedding

autoencoder neural network machine learning embedding vector data compression architecture encoder decoder hidden layer transformation artificial intelligence deep algorithm reconstruction unsupervised pattern recognition technology encoding decoding diagram layers nodes connections visualization conceptual design education research digital information feature extraction optimization computational model training inference abstract graphic representation efficiency scalability innovation structure connectivity programming cybernetics analysis engineering systems development computer science visual aid concept understanding communication