title: Tensorflow For Online Learning
body: <p>Suppose I have a streaming data and I use SGD to train the Fully connected neural network chunk by chunk in tensorflow.</p>
  
  <p>Problem I faced:</p>
  
  <ol>
  <li><p>How to normalize raw data chunk by chunk?</p></li>
  <li><p>Is it possible to use batch_normalization for raw data and feed it to fully connected NN?</p></li>
  </ol>