39. Intro TensorFlow Neural Network

TensorFlow Neural Network Lab

notMNIST dataset samples

We've prepared a Jupyter notebook that will guide you through the process of creating a single layer neural network in TensorFlow.

The Notebook

The notebook has 3 problems for you to solve:

  • Problem 1: Normalize the features
  • Problem 2: Use TensorFlow operations to create features, labels, weight, and biases tensors
  • Problem 3: Tune the learning rate, number of steps, and batch size for the best accuracy

This is a self-assessed lab. Compare your answers to the solutions in the solutions.ipynb . If you have any difficulty completing the lab, Udacity provides a few services to answer any questions you might have.

Help

Remember that you can get assistance from Knowledge or the Slack channel. You can also review the concepts from the previous lessons.